checking_balance,months_loan_duration,credit_history,purpose,amount,savings_balance,employment_length,installment_rate,personal_status,other_debtors,residence_history,property,age,installment_plan,housing,existing_credits,default,dependents,telephone,foreign_worker,job
< 0 DM,6,critical,radio/tv,1169,unknown,> 7 yrs,4,single male,none,4,real estate,67,none,own,2,1,1,yes,yes,skilled employee
1 - 200 DM,48,repaid,radio/tv,5951,< 100 DM,1 - 4 yrs,2,female,none,2,real estate,22,none,own,1,2,1,none,yes,skilled employee
unknown,12,critical,education,2096,< 100 DM,4 - 7 yrs,2,single male,none,3,real estate,49,none,own,1,1,2,none,yes,unskilled resident
< 0 DM,42,repaid,furniture,7882,< 100 DM,4 - 7 yrs,2,single male,guarantor,4,building society savings,45,none,for free,1,1,2,none,yes,skilled employee
< 0 DM,24,delayed,car (new),4870,< 100 DM,1 - 4 yrs,3,single male,none,4,unknown/none,53,none,for free,2,2,2,none,yes,skilled employee
unknown,36,repaid,education,9055,unknown,1 - 4 yrs,2,single male,none,4,unknown/none,35,none,for free,1,1,2,yes,yes,unskilled resident
unknown,24,repaid,furniture,2835,501 - 1000 DM,> 7 yrs,3,single male,none,4,building society savings,53,none,own,1,1,1,none,yes,skilled employee
1 - 200 DM,36,repaid,car (used),6948,< 100 DM,1 - 4 yrs,2,single male,none,2,other,35,none,rent,1,1,1,yes,yes,mangement self-employed
unknown,12,repaid,radio/tv,3059,> 1000 DM,4 - 7 yrs,2,divorced male,none,4,real estate,61,none,own,1,1,1,none,yes,unskilled resident
1 - 200 DM,30,critical,car (new),5234,< 100 DM,unemployed,4,married male,none,2,other,28,none,own,2,2,1,none,yes,mangement self-employed
1 - 200 DM,12,repaid,car (new),1295,< 100 DM,0 - 1 yrs,3,female,none,1,other,25,none,rent,1,2,1,none,yes,skilled employee
< 0 DM,48,repaid,business,4308,< 100 DM,0 - 1 yrs,3,female,none,4,building society savings,24,none,rent,1,2,1,none,yes,skilled employee
1 - 200 DM,12,repaid,radio/tv,1567,< 100 DM,1 - 4 yrs,1,female,none,1,other,22,none,own,1,1,1,yes,yes,skilled employee
< 0 DM,24,critical,car (new),1199,< 100 DM,> 7 yrs,4,single male,none,4,other,60,none,own,2,2,1,none,yes,unskilled resident
< 0 DM,15,repaid,car (new),1403,< 100 DM,1 - 4 yrs,2,female,none,4,other,28,none,rent,1,1,1,none,yes,skilled employee
< 0 DM,24,repaid,radio/tv,1282,101 - 500 DM,1 - 4 yrs,4,female,none,2,other,32,none,own,1,2,1,none,yes,unskilled resident
unknown,24,critical,radio/tv,2424,unknown,> 7 yrs,4,single male,none,4,building society savings,53,none,own,2,1,1,none,yes,skilled employee
< 0 DM,30,fully repaid,business,8072,unknown,0 - 1 yrs,2,single male,none,3,other,25,bank,own,3,1,1,none,yes,skilled employee
1 - 200 DM,24,repaid,car (used),12579,< 100 DM,> 7 yrs,4,female,none,2,unknown/none,44,none,for free,1,2,1,yes,yes,mangement self-employed
unknown,24,repaid,radio/tv,3430,501 - 1000 DM,> 7 yrs,3,single male,none,2,other,31,none,own,1,1,2,yes,yes,skilled employee
unknown,9,critical,car (new),2134,< 100 DM,1 - 4 yrs,4,single male,none,4,other,48,none,own,3,1,1,yes,yes,skilled employee
< 0 DM,6,repaid,radio/tv,2647,501 - 1000 DM,1 - 4 yrs,2,single male,none,3,real estate,44,none,rent,1,1,2,none,yes,skilled employee
< 0 DM,10,critical,car (new),2241,< 100 DM,0 - 1 yrs,1,single male,none,3,real estate,48,none,rent,2,1,2,none,no,unskilled resident
1 - 200 DM,12,critical,car (used),1804,101 - 500 DM,0 - 1 yrs,3,single male,none,4,building society savings,44,none,own,1,1,1,none,yes,skilled employee
unknown,10,critical,furniture,2069,unknown,1 - 4 yrs,2,married male,none,1,other,26,none,own,2,1,1,none,no,skilled employee
< 0 DM,6,repaid,furniture,1374,< 100 DM,1 - 4 yrs,1,single male,none,2,real estate,36,bank,own,1,1,1,yes,yes,unskilled resident
unknown,6,fully repaid,radio/tv,426,< 100 DM,> 7 yrs,4,married male,none,4,other,39,none,own,1,1,1,none,yes,unskilled resident
> 200 DM,12,fully repaid this bank,radio/tv,409,> 1000 DM,1 - 4 yrs,3,female,none,3,real estate,42,none,rent,2,1,1,none,yes,skilled employee
1 - 200 DM,7,repaid,radio/tv,2415,< 100 DM,1 - 4 yrs,3,single male,guarantor,2,real estate,34,none,own,1,1,1,none,yes,skilled employee
< 0 DM,60,delayed,business,6836,< 100 DM,> 7 yrs,3,single male,none,4,unknown/none,63,none,own,2,2,1,yes,yes,skilled employee
1 - 200 DM,18,repaid,business,1913,> 1000 DM,0 - 1 yrs,3,married male,none,3,real estate,36,bank,own,1,1,1,yes,yes,skilled employee
< 0 DM,24,repaid,furniture,4020,< 100 DM,1 - 4 yrs,2,single male,none,2,other,27,stores,own,1,1,1,none,yes,skilled employee
1 - 200 DM,18,repaid,car (new),5866,101 - 500 DM,1 - 4 yrs,2,single male,none,2,other,30,none,own,2,1,1,yes,yes,skilled employee
unknown,12,critical,business,1264,unknown,> 7 yrs,4,single male,none,4,unknown/none,57,none,rent,1,1,1,none,yes,unskilled resident
> 200 DM,12,repaid,furniture,1474,< 100 DM,0 - 1 yrs,4,female,none,1,building society savings,33,bank,own,1,1,1,yes,yes,mangement self-employed
1 - 200 DM,45,critical,radio/tv,4746,< 100 DM,0 - 1 yrs,4,single male,none,2,building society savings,25,none,own,2,2,1,none,yes,unskilled resident
unknown,48,critical,education,6110,< 100 DM,1 - 4 yrs,1,single male,none,3,unknown/none,31,bank,for free,1,1,1,yes,yes,skilled employee
> 200 DM,18,repaid,radio/tv,2100,< 100 DM,1 - 4 yrs,4,single male,co-applicant,2,real estate,37,stores,own,1,2,1,none,yes,skilled employee
> 200 DM,10,repaid,domestic appliances,1225,< 100 DM,1 - 4 yrs,2,single male,none,2,other,37,none,own,1,1,1,yes,yes,skilled employee
1 - 200 DM,9,repaid,radio/tv,458,< 100 DM,1 - 4 yrs,4,single male,none,3,real estate,24,none,own,1,1,1,none,yes,skilled employee
unknown,30,repaid,radio/tv,2333,501 - 1000 DM,> 7 yrs,4,single male,none,2,other,30,bank,own,1,1,1,none,yes,mangement self-employed
1 - 200 DM,12,repaid,radio/tv,1158,501 - 1000 DM,1 - 4 yrs,3,divorced male,none,1,other,26,none,own,1,1,1,yes,yes,skilled employee
1 - 200 DM,18,delayed,repairs,6204,< 100 DM,1 - 4 yrs,2,single male,none,4,real estate,44,none,own,1,1,2,yes,yes,unskilled resident
< 0 DM,30,critical,car (used),6187,101 - 500 DM,4 - 7 yrs,1,married male,none,4,other,24,none,rent,2,1,1,none,yes,skilled employee
< 0 DM,48,critical,car (used),6143,< 100 DM,> 7 yrs,4,female,none,4,unknown/none,58,stores,for free,2,2,1,none,yes,unskilled resident
unknown,11,critical,car (new),1393,< 100 DM,0 - 1 yrs,4,female,none,4,other,35,none,own,2,1,1,none,yes,mangement self-employed
unknown,36,repaid,radio/tv,2299,501 - 1000 DM,> 7 yrs,4,single male,none,4,other,39,none,own,1,1,1,none,yes,skilled employee
< 0 DM,6,repaid,car (used),1352,501 - 1000 DM,unemployed,1,female,none,2,building society savings,23,none,rent,1,1,1,yes,yes,unemployed non-resident
unknown,11,critical,car (new),7228,< 100 DM,1 - 4 yrs,1,single male,none,4,building society savings,39,none,own,2,1,1,none,yes,unskilled resident
unknown,12,repaid,radio/tv,2073,101 - 500 DM,1 - 4 yrs,4,female,co-applicant,2,real estate,28,none,own,1,1,1,none,yes,skilled employee
1 - 200 DM,24,delayed,furniture,2333,unknown,0 - 1 yrs,4,single male,none,2,building society savings,29,bank,own,1,1,1,none,yes,unskilled resident
1 - 200 DM,27,delayed,car (used),5965,< 100 DM,> 7 yrs,1,single male,none,2,other,30,none,own,2,1,1,yes,yes,mangement self-employed
unknown,12,repaid,radio/tv,1262,< 100 DM,1 - 4 yrs,3,single male,none,2,other,25,none,own,1,1,1,none,yes,skilled employee
unknown,18,repaid,car (used),3378,unknown,1 - 4 yrs,2,single male,none,1,building society savings,31,none,own,1,1,1,yes,yes,skilled employee
1 - 200 DM,36,delayed,car (new),2225,< 100 DM,> 7 yrs,4,single male,none,4,unknown/none,57,bank,for free,2,2,1,yes,yes,skilled employee
unknown,6,fully repaid this bank,car (new),783,unknown,1 - 4 yrs,1,single male,guarantor,2,real estate,26,stores,own,1,1,2,none,yes,unskilled resident
1 - 200 DM,12,repaid,radio/tv,6468,unknown,unemployed,2,single male,none,1,unknown/none,52,none,own,1,2,1,yes,yes,mangement self-employed
unknown,36,critical,radio/tv,9566,< 100 DM,1 - 4 yrs,2,female,none,2,other,31,stores,own,2,1,1,none,yes,skilled employee
> 200 DM,18,repaid,car (new),1961,< 100 DM,> 7 yrs,3,female,none,2,other,23,none,own,1,1,1,none,yes,mangement self-employed
< 0 DM,36,critical,furniture,6229,< 100 DM,0 - 1 yrs,4,female,co-applicant,4,unknown/none,23,none,rent,2,2,1,yes,yes,unskilled resident
1 - 200 DM,9,repaid,business,1391,< 100 DM,1 - 4 yrs,2,married male,none,1,real estate,27,bank,own,1,1,1,yes,yes,skilled employee
1 - 200 DM,15,critical,radio/tv,1537,unknown,> 7 yrs,4,single male,guarantor,4,real estate,50,none,own,2,1,1,yes,yes,skilled employee
1 - 200 DM,36,fully repaid,business,1953,< 100 DM,> 7 yrs,4,single male,none,4,unknown/none,61,none,for free,1,2,1,yes,yes,mangement self-employed
1 - 200 DM,48,fully repaid,business,14421,< 100 DM,1 - 4 yrs,2,single male,none,2,other,25,none,own,1,2,1,yes,yes,skilled employee
unknown,24,repaid,radio/tv,3181,< 100 DM,0 - 1 yrs,4,female,none,4,building society savings,26,none,own,1,1,1,yes,yes,skilled employee
unknown,27,repaid,repairs,5190,unknown,> 7 yrs,4,single male,none,4,building society savings,48,none,own,4,1,2,yes,yes,skilled employee
unknown,12,repaid,radio/tv,2171,< 100 DM,0 - 1 yrs,2,female,none,2,other,29,bank,own,1,1,1,none,yes,skilled employee
1 - 200 DM,12,repaid,car (new),1007,> 1000 DM,1 - 4 yrs,4,married male,none,1,real estate,22,none,own,1,1,1,none,yes,skilled employee
unknown,36,repaid,education,1819,< 100 DM,1 - 4 yrs,4,single male,none,4,unknown/none,37,stores,for free,1,2,1,yes,yes,skilled employee
unknown,36,repaid,radio/tv,2394,unknown,1 - 4 yrs,4,female,none,4,other,25,none,own,1,1,1,none,yes,skilled employee
unknown,36,repaid,car (used),8133,< 100 DM,1 - 4 yrs,1,female,none,2,building society savings,30,bank,own,1,1,1,none,yes,skilled employee
unknown,7,critical,radio/tv,730,unknown,> 7 yrs,4,single male,none,2,building society savings,46,none,rent,2,1,1,yes,yes,unskilled resident
< 0 DM,8,critical,others,1164,< 100 DM,> 7 yrs,3,single male,none,4,unknown/none,51,bank,for free,2,1,2,yes,yes,mangement self-employed
1 - 200 DM,42,critical,business,5954,< 100 DM,4 - 7 yrs,2,female,none,1,real estate,41,bank,own,2,1,1,none,yes,unskilled resident
< 0 DM,36,repaid,education,1977,unknown,> 7 yrs,4,single male,none,4,unknown/none,40,none,own,1,2,1,yes,yes,mangement self-employed
< 0 DM,12,critical,car (used),1526,< 100 DM,> 7 yrs,4,single male,none,4,unknown/none,66,none,for free,2,1,1,none,yes,mangement self-employed
< 0 DM,42,repaid,radio/tv,3965,< 100 DM,0 - 1 yrs,4,single male,none,3,other,34,none,own,1,2,1,none,yes,skilled employee
1 - 200 DM,11,delayed,radio/tv,4771,< 100 DM,4 - 7 yrs,2,single male,none,4,building society savings,51,none,own,1,1,1,none,yes,skilled employee
unknown,54,fully repaid,car (used),9436,unknown,1 - 4 yrs,2,single male,none,2,building society savings,39,none,own,1,1,2,none,yes,unskilled resident
1 - 200 DM,30,repaid,furniture,3832,< 100 DM,0 - 1 yrs,2,married male,none,1,building society savings,22,none,own,1,1,1,none,yes,skilled employee
unknown,24,repaid,radio/tv,5943,unknown,0 - 1 yrs,1,female,none,1,other,44,none,own,2,2,1,yes,yes,skilled employee
unknown,15,repaid,radio/tv,1213,501 - 1000 DM,> 7 yrs,4,single male,none,3,building society savings,47,stores,own,1,1,1,yes,yes,skilled employee
unknown,18,repaid,business,1568,101 - 500 DM,1 - 4 yrs,3,female,none,4,building society savings,24,none,rent,1,1,1,none,yes,unskilled resident
< 0 DM,24,repaid,others,1755,< 100 DM,> 7 yrs,4,female,guarantor,4,real estate,58,none,own,1,1,1,yes,yes,unskilled resident
< 0 DM,10,repaid,radio/tv,2315,< 100 DM,> 7 yrs,3,single male,none,4,real estate,52,none,own,1,1,1,none,yes,unskilled resident
unknown,12,critical,business,1412,< 100 DM,1 - 4 yrs,4,female,guarantor,2,real estate,29,none,own,2,1,1,yes,yes,mangement self-employed
1 - 200 DM,18,critical,furniture,1295,< 100 DM,0 - 1 yrs,4,female,none,1,building society savings,27,none,own,2,1,1,none,yes,skilled employee
1 - 200 DM,36,repaid,education,12612,101 - 500 DM,1 - 4 yrs,1,single male,none,4,unknown/none,47,none,for free,1,2,2,yes,yes,skilled employee
< 0 DM,18,repaid,car (new),2249,101 - 500 DM,4 - 7 yrs,4,single male,none,3,other,30,none,own,1,1,2,yes,yes,mangement self-employed
< 0 DM,12,fully repaid,repairs,1108,< 100 DM,4 - 7 yrs,4,single male,none,3,real estate,28,none,own,2,2,1,none,yes,skilled employee
unknown,12,critical,radio/tv,618,< 100 DM,> 7 yrs,4,single male,none,4,real estate,56,none,own,1,1,1,none,yes,skilled employee
< 0 DM,12,critical,car (used),1409,< 100 DM,> 7 yrs,4,single male,none,3,real estate,54,none,own,1,1,1,none,yes,skilled employee
unknown,12,critical,radio/tv,797,unknown,> 7 yrs,4,female,none,3,building society savings,33,bank,own,1,2,2,none,yes,unskilled resident
> 200 DM,24,critical,furniture,3617,unknown,> 7 yrs,4,single male,co-applicant,4,unknown/none,20,none,rent,2,1,1,none,yes,skilled employee
1 - 200 DM,12,repaid,car (new),1318,> 1000 DM,> 7 yrs,4,single male,none,4,real estate,54,none,own,1,1,1,yes,yes,skilled employee
1 - 200 DM,54,fully repaid,business,15945,< 100 DM,0 - 1 yrs,3,single male,none,4,unknown/none,58,none,rent,1,2,1,yes,yes,skilled employee
unknown,12,critical,education,2012,unknown,4 - 7 yrs,4,female,none,2,other,61,none,own,1,1,1,none,yes,skilled employee
1 - 200 DM,18,repaid,business,2622,101 - 500 DM,1 - 4 yrs,4,single male,none,4,other,34,none,own,1,1,1,none,yes,skilled employee
1 - 200 DM,36,critical,radio/tv,2337,< 100 DM,> 7 yrs,4,single male,none,4,real estate,36,none,own,1,1,1,none,yes,skilled employee
1 - 200 DM,20,delayed,car (used),7057,unknown,4 - 7 yrs,3,single male,none,4,building society savings,36,bank,rent,2,1,2,yes,yes,mangement self-employed
unknown,24,repaid,car (new),1469,101 - 500 DM,> 7 yrs,4,married male,none,4,real estate,41,none,rent,1,1,1,none,yes,unskilled resident
1 - 200 DM,36,repaid,radio/tv,2323,< 100 DM,4 - 7 yrs,4,single male,none,4,other,24,none,rent,1,1,1,none,yes,skilled employee
unknown,6,delayed,radio/tv,932,< 100 DM,1 - 4 yrs,3,female,none,2,real estate,24,none,own,1,1,1,none,yes,skilled employee
1 - 200 DM,9,critical,furniture,1919,< 100 DM,4 - 7 yrs,4,single male,none,3,other,35,none,rent,1,1,1,yes,yes,skilled employee
unknown,12,repaid,car (used),2445,unknown,0 - 1 yrs,2,married male,none,4,other,26,none,rent,1,1,1,yes,yes,skilled employee
1 - 200 DM,24,critical,others,11938,< 100 DM,1 - 4 yrs,2,single male,co-applicant,3,other,39,none,own,2,2,2,yes,yes,mangement self-employed
unknown,18,fully repaid this bank,car (new),6458,< 100 DM,> 7 yrs,2,single male,none,4,unknown/none,39,bank,own,2,2,2,yes,yes,mangement self-employed
1 - 200 DM,12,repaid,car (new),6078,< 100 DM,4 - 7 yrs,2,single male,none,2,other,32,none,own,1,1,1,none,yes,skilled employee
< 0 DM,24,repaid,furniture,7721,unknown,0 - 1 yrs,1,female,none,2,building society savings,30,none,own,1,1,1,yes,no,skilled employee
1 - 200 DM,14,repaid,business,1410,501 - 1000 DM,> 7 yrs,1,married male,none,2,real estate,35,none,own,1,1,1,yes,yes,skilled employee
1 - 200 DM,6,delayed,business,1449,101 - 500 DM,> 7 yrs,1,divorced male,none,2,other,31,bank,own,2,1,2,none,yes,skilled employee
> 200 DM,15,repaid,education,392,< 100 DM,0 - 1 yrs,4,female,none,4,building society savings,23,none,rent,1,1,1,yes,yes,skilled employee
1 - 200 DM,18,repaid,car (new),6260,< 100 DM,4 - 7 yrs,3,single male,none,3,real estate,28,none,rent,1,1,1,none,yes,unskilled resident
unknown,36,critical,car (new),7855,< 100 DM,1 - 4 yrs,4,female,none,2,real estate,25,stores,own,2,2,1,yes,yes,skilled employee
< 0 DM,12,repaid,radio/tv,1680,501 - 1000 DM,> 7 yrs,3,married male,none,1,real estate,35,none,own,1,1,1,none,yes,skilled employee
unknown,48,critical,radio/tv,3578,unknown,> 7 yrs,4,single male,none,1,real estate,47,none,own,1,1,1,yes,yes,skilled employee
< 0 DM,42,repaid,radio/tv,7174,unknown,4 - 7 yrs,4,female,none,3,other,30,none,own,1,2,1,yes,yes,mangement self-employed
< 0 DM,10,critical,furniture,2132,unknown,0 - 1 yrs,2,female,co-applicant,3,real estate,27,none,rent,2,1,1,none,no,skilled employee
< 0 DM,33,critical,furniture,4281,501 - 1000 DM,1 - 4 yrs,1,female,none,4,other,23,none,own,2,2,1,none,yes,skilled employee
1 - 200 DM,12,critical,car (new),2366,501 - 1000 DM,4 - 7 yrs,3,divorced male,none,3,other,36,none,own,1,1,1,yes,yes,mangement self-employed
< 0 DM,21,repaid,radio/tv,1835,< 100 DM,1 - 4 yrs,3,female,none,2,real estate,25,none,own,2,2,1,yes,yes,skilled employee
unknown,24,critical,car (used),3868,< 100 DM,> 7 yrs,4,female,none,2,other,41,none,rent,2,1,1,yes,yes,mangement self-employed
unknown,12,repaid,furniture,1768,< 100 DM,1 - 4 yrs,3,single male,none,2,real estate,24,none,rent,1,1,1,none,yes,unskilled resident
> 200 DM,10,critical,car (new),781,< 100 DM,> 7 yrs,4,single male,none,4,unknown/none,63,none,for free,2,1,1,yes,yes,skilled employee
1 - 200 DM,18,repaid,furniture,1924,unknown,0 - 1 yrs,4,female,none,3,real estate,27,none,rent,1,2,1,none,yes,skilled employee
< 0 DM,12,critical,car (new),2121,< 100 DM,1 - 4 yrs,4,single male,none,2,building society savings,30,none,own,2,1,1,none,yes,skilled employee
< 0 DM,12,repaid,radio/tv,701,< 100 DM,1 - 4 yrs,4,married male,none,2,real estate,40,none,own,1,1,1,none,yes,unskilled resident
1 - 200 DM,12,repaid,repairs,639,< 100 DM,1 - 4 yrs,4,single male,none,2,other,30,none,own,1,2,1,none,yes,skilled employee
1 - 200 DM,12,critical,car (used),1860,< 100 DM,unemployed,4,single male,none,2,other,34,none,own,2,1,1,yes,yes,mangement self-employed
< 0 DM,12,critical,car (new),3499,< 100 DM,1 - 4 yrs,3,female,co-applicant,2,real estate,29,none,own,2,2,1,none,yes,skilled employee
1 - 200 DM,48,repaid,car (new),8487,unknown,4 - 7 yrs,1,female,none,2,other,24,none,own,1,1,1,none,yes,skilled employee
< 0 DM,36,delayed,education,6887,< 100 DM,1 - 4 yrs,4,single male,none,3,building society savings,29,stores,own,1,2,1,yes,yes,skilled employee
unknown,15,repaid,furniture,2708,< 100 DM,0 - 1 yrs,2,single male,none,3,building society savings,27,bank,own,2,1,1,none,yes,unskilled resident
unknown,18,repaid,furniture,1984,< 100 DM,1 - 4 yrs,4,single male,none,4,unknown/none,47,bank,for free,2,1,1,none,yes,skilled employee
unknown,60,repaid,radio/tv,10144,101 - 500 DM,4 - 7 yrs,2,female,none,4,real estate,21,none,own,1,1,1,yes,yes,skilled employee
unknown,12,critical,radio/tv,1240,unknown,> 7 yrs,4,female,none,2,real estate,38,none,own,2,1,1,yes,yes,skilled employee
unknown,27,delayed,car (used),8613,> 1000 DM,1 - 4 yrs,2,single male,none,2,other,27,none,own,2,1,1,none,yes,skilled employee
1 - 200 DM,12,repaid,radio/tv,766,501 - 1000 DM,1 - 4 yrs,4,single male,none,3,real estate,66,none,own,1,2,1,none,yes,unskilled resident
1 - 200 DM,15,critical,radio/tv,2728,unknown,4 - 7 yrs,4,single male,guarantor,2,real estate,35,bank,own,3,1,1,yes,yes,skilled employee
> 200 DM,12,repaid,radio/tv,1881,< 100 DM,1 - 4 yrs,2,female,none,2,other,44,none,rent,1,1,1,yes,yes,unskilled resident
> 200 DM,6,repaid,car (new),709,> 1000 DM,0 - 1 yrs,2,married male,none,2,real estate,27,none,own,1,1,1,none,no,unemployed non-resident
1 - 200 DM,36,repaid,radio/tv,4795,< 100 DM,0 - 1 yrs,4,female,none,1,unknown/none,30,none,own,1,1,1,yes,yes,mangement self-employed
< 0 DM,27,repaid,radio/tv,3416,< 100 DM,1 - 4 yrs,3,single male,none,2,other,27,none,own,1,1,1,none,yes,mangement self-employed
< 0 DM,18,repaid,furniture,2462,< 100 DM,1 - 4 yrs,2,single male,none,2,other,22,none,own,1,2,1,none,yes,skilled employee
unknown,21,critical,furniture,2288,< 100 DM,0 - 1 yrs,4,female,none,4,building society savings,23,none,own,1,1,1,yes,yes,skilled employee
1 - 200 DM,48,fully repaid this bank,business,3566,101 - 500 DM,4 - 7 yrs,4,single male,none,2,other,30,none,own,1,1,1,none,yes,skilled employee
< 0 DM,6,critical,car (new),860,< 100 DM,> 7 yrs,1,female,none,4,unknown/none,39,none,own,2,1,1,yes,yes,skilled employee
unknown,12,critical,car (new),682,101 - 500 DM,4 - 7 yrs,4,female,none,3,other,51,none,own,2,1,1,yes,yes,skilled employee
< 0 DM,36,critical,furniture,5371,< 100 DM,1 - 4 yrs,3,single male,guarantor,2,building society savings,28,none,own,2,1,1,none,yes,skilled employee
unknown,18,critical,radio/tv,1582,> 1000 DM,> 7 yrs,4,single male,none,4,other,46,none,own,2,1,1,none,yes,skilled employee
unknown,6,repaid,radio/tv,1346,101 - 500 DM,> 7 yrs,2,single male,none,4,unknown/none,42,bank,for free,1,1,2,yes,yes,skilled employee
unknown,10,repaid,radio/tv,1924,< 100 DM,1 - 4 yrs,1,single male,none,4,building society savings,38,none,own,1,1,1,yes,no,skilled employee
> 200 DM,36,repaid,radio/tv,5848,< 100 DM,1 - 4 yrs,4,single male,none,1,other,24,none,own,1,1,1,none,yes,skilled employee
1 - 200 DM,24,critical,car (used),7758,> 1000 DM,> 7 yrs,2,female,none,4,unknown/none,29,none,rent,1,1,1,none,yes,skilled employee
1 - 200 DM,24,delayed,business,6967,101 - 500 DM,4 - 7 yrs,4,single male,none,4,other,36,none,rent,1,1,1,yes,yes,mangement self-employed
< 0 DM,12,repaid,furniture,1282,< 100 DM,1 - 4 yrs,2,female,none,4,other,20,none,rent,1,2,1,none,yes,skilled employee
< 0 DM,9,critical,repairs,1288,101 - 500 DM,> 7 yrs,3,single male,guarantor,4,real estate,48,none,own,2,1,2,none,no,skilled employee
< 0 DM,12,fully repaid this bank,retraining,339,< 100 DM,> 7 yrs,4,married male,none,1,other,45,bank,own,1,1,1,none,yes,unskilled resident
1 - 200 DM,24,repaid,car (new),3512,101 - 500 DM,4 - 7 yrs,2,single male,none,3,other,38,bank,own,2,1,1,yes,yes,skilled employee
unknown,6,critical,radio/tv,1898,unknown,1 - 4 yrs,1,single male,none,2,real estate,34,none,own,2,1,2,none,yes,unskilled resident
unknown,24,critical,radio/tv,2872,101 - 500 DM,> 7 yrs,3,single male,none,4,real estate,36,none,own,1,1,2,yes,yes,skilled employee
unknown,18,critical,car (new),1055,< 100 DM,0 - 1 yrs,4,female,none,1,building society savings,30,none,own,2,1,1,none,yes,skilled employee
unknown,15,repaid,domestic appliances,1262,501 - 1000 DM,4 - 7 yrs,4,single male,none,3,building society savings,36,none,own,2,1,1,yes,yes,skilled employee
1 - 200 DM,10,repaid,car (new),7308,< 100 DM,unemployed,2,single male,none,4,unknown/none,70,bank,for free,1,1,1,yes,yes,mangement self-employed
unknown,36,repaid,car (new),909,501 - 1000 DM,> 7 yrs,4,single male,none,4,building society savings,36,none,own,1,1,1,none,yes,skilled employee
unknown,6,repaid,furniture,2978,501 - 1000 DM,1 - 4 yrs,1,single male,none,2,other,32,none,own,1,1,1,yes,yes,skilled employee
< 0 DM,18,repaid,furniture,1131,< 100 DM,unemployed,4,female,none,2,other,33,none,own,1,2,1,none,yes,skilled employee
1 - 200 DM,11,repaid,furniture,1577,> 1000 DM,0 - 1 yrs,4,female,none,1,real estate,20,none,own,1,1,1,none,yes,skilled employee
unknown,24,repaid,furniture,3972,< 100 DM,4 - 7 yrs,2,female,none,4,building society savings,25,none,rent,1,1,1,yes,yes,skilled employee
1 - 200 DM,24,critical,business,1935,< 100 DM,> 7 yrs,4,divorced male,none,4,real estate,31,none,own,2,2,1,yes,yes,skilled employee
< 0 DM,15,fully repaid,car (new),950,< 100 DM,> 7 yrs,4,single male,none,3,other,33,none,rent,2,2,2,none,yes,skilled employee
unknown,12,repaid,furniture,763,< 100 DM,1 - 4 yrs,4,female,none,1,real estate,26,none,own,1,1,1,yes,yes,skilled employee
1 - 200 DM,24,delayed,furniture,2064,< 100 DM,unemployed,3,female,none,2,building society savings,34,none,own,1,2,1,yes,yes,mangement self-employed
1 - 200 DM,8,repaid,radio/tv,1414,< 100 DM,1 - 4 yrs,4,single male,guarantor,2,real estate,33,none,own,1,1,1,none,no,skilled employee
< 0 DM,21,delayed,education,3414,< 100 DM,0 - 1 yrs,2,single male,none,1,building society savings,26,none,own,2,2,1,none,yes,skilled employee
unknown,30,fully repaid this bank,car (used),7485,unknown,unemployed,4,female,none,1,real estate,53,bank,own,1,2,1,yes,yes,mangement self-employed
< 0 DM,12,repaid,furniture,2577,< 100 DM,1 - 4 yrs,2,divorced male,none,1,other,42,none,own,1,1,1,none,yes,skilled employee
< 0 DM,6,critical,radio/tv,338,501 - 1000 DM,> 7 yrs,4,single male,none,4,other,52,none,own,2,1,1,none,yes,skilled employee
unknown,12,repaid,radio/tv,1963,< 100 DM,4 - 7 yrs,4,single male,none,2,other,31,none,rent,2,1,2,yes,yes,mangement self-employed
< 0 DM,21,critical,car (new),571,< 100 DM,> 7 yrs,4,single male,none,4,real estate,65,none,own,2,1,1,none,yes,skilled employee
unknown,36,delayed,business,9572,< 100 DM,0 - 1 yrs,1,divorced male,none,1,other,28,none,own,2,2,1,none,yes,skilled employee
1 - 200 DM,36,delayed,business,4455,< 100 DM,1 - 4 yrs,2,divorced male,none,2,real estate,30,stores,own,2,2,1,yes,yes,mangement self-employed
< 0 DM,21,fully repaid this bank,car (new),1647,unknown,1 - 4 yrs,4,single male,none,2,building society savings,40,none,own,2,2,2,none,yes,unskilled resident
unknown,24,critical,furniture,3777,> 1000 DM,1 - 4 yrs,4,single male,none,4,real estate,50,none,own,1,1,1,yes,yes,skilled employee
1 - 200 DM,18,critical,car (new),884,< 100 DM,> 7 yrs,4,single male,none,4,other,36,bank,own,1,2,2,yes,yes,skilled employee
unknown,15,critical,radio/tv,1360,< 100 DM,1 - 4 yrs,4,single male,none,2,building society savings,31,none,own,2,1,1,none,yes,skilled employee
1 - 200 DM,9,fully repaid this bank,car (used),5129,< 100 DM,> 7 yrs,2,female,none,4,unknown/none,74,bank,for free,1,2,2,yes,yes,mangement self-employed
1 - 200 DM,16,critical,car (new),1175,< 100 DM,unemployed,2,single male,none,3,other,68,none,for free,3,1,1,yes,yes,unemployed non-resident
< 0 DM,12,repaid,radio/tv,674,101 - 500 DM,4 - 7 yrs,4,married male,none,1,building society savings,20,none,own,1,2,1,none,yes,skilled employee
1 - 200 DM,18,fully repaid,furniture,3244,< 100 DM,1 - 4 yrs,1,female,none,4,other,33,bank,own,2,1,1,yes,yes,skilled employee
unknown,24,repaid,business,4591,> 1000 DM,1 - 4 yrs,2,single male,none,3,building society savings,54,none,own,3,2,1,yes,yes,mangement self-employed
1 - 200 DM,48,fully repaid,business,3844,101 - 500 DM,4 - 7 yrs,4,single male,none,4,unknown/none,34,none,for free,1,2,2,none,yes,unskilled resident
1 - 200 DM,27,repaid,business,3915,< 100 DM,1 - 4 yrs,4,single male,none,2,other,36,none,own,1,2,2,yes,yes,skilled employee
unknown,6,repaid,radio/tv,2108,< 100 DM,4 - 7 yrs,2,married male,none,2,real estate,29,none,rent,1,1,1,none,yes,skilled employee
1 - 200 DM,45,repaid,radio/tv,3031,101 - 500 DM,1 - 4 yrs,4,single male,guarantor,4,building society savings,21,none,rent,1,2,1,none,yes,skilled employee
1 - 200 DM,9,critical,education,1501,< 100 DM,> 7 yrs,2,female,none,3,other,34,none,own,2,2,1,yes,yes,mangement self-employed
unknown,6,critical,radio/tv,1382,< 100 DM,1 - 4 yrs,1,female,none,1,other,28,none,own,2,1,1,yes,yes,skilled employee
1 - 200 DM,12,repaid,furniture,951,101 - 500 DM,0 - 1 yrs,4,female,none,4,other,27,bank,rent,4,2,1,none,yes,skilled employee
1 - 200 DM,24,repaid,car (used),2760,unknown,> 7 yrs,4,single male,none,4,unknown/none,36,bank,for free,1,1,1,yes,yes,skilled employee
1 - 200 DM,18,delayed,furniture,4297,< 100 DM,> 7 yrs,4,divorced male,none,3,unknown/none,40,none,own,1,2,1,yes,yes,mangement self-employed
unknown,9,critical,education,936,501 - 1000 DM,> 7 yrs,4,single male,none,2,other,52,none,own,2,1,1,yes,yes,skilled employee
< 0 DM,12,repaid,car (new),1168,< 100 DM,1 - 4 yrs,4,married male,none,3,real estate,27,none,own,1,1,1,none,yes,unskilled resident
unknown,27,delayed,business,5117,< 100 DM,4 - 7 yrs,3,single male,none,4,other,26,none,own,2,1,1,none,yes,skilled employee
< 0 DM,12,repaid,retraining,902,< 100 DM,4 - 7 yrs,4,married male,none,4,building society savings,21,none,rent,1,2,1,none,yes,skilled employee
unknown,12,critical,car (new),1495,< 100 DM,> 7 yrs,4,single male,none,1,real estate,38,none,own,2,1,2,none,yes,unskilled resident
< 0 DM,30,critical,car (used),10623,< 100 DM,> 7 yrs,3,single male,none,4,unknown/none,38,none,for free,3,1,2,yes,yes,mangement self-employed
unknown,12,critical,furniture,1935,< 100 DM,> 7 yrs,4,single male,none,4,real estate,43,none,own,3,1,1,yes,yes,skilled employee
1 - 200 DM,12,critical,domestic appliances,1424,< 100 DM,4 - 7 yrs,4,single male,none,3,building society savings,26,none,own,1,1,1,none,yes,skilled employee
< 0 DM,24,repaid,business,6568,< 100 DM,1 - 4 yrs,2,married male,none,2,other,21,stores,own,1,1,1,none,yes,unskilled resident
unknown,12,repaid,car (used),1413,> 1000 DM,4 - 7 yrs,3,single male,none,2,building society savings,55,none,own,1,1,1,none,no,skilled employee
unknown,9,critical,radio/tv,3074,unknown,1 - 4 yrs,1,single male,none,2,real estate,33,none,own,2,1,2,none,yes,skilled employee
unknown,36,repaid,radio/tv,3835,unknown,> 7 yrs,2,female,none,4,real estate,45,none,own,1,1,1,yes,yes,unskilled resident
< 0 DM,27,fully repaid,business,5293,< 100 DM,unemployed,2,single male,none,4,building society savings,50,stores,own,2,2,1,yes,yes,skilled employee
> 200 DM,30,delayed,business,1908,< 100 DM,> 7 yrs,4,single male,none,4,real estate,66,none,own,1,2,1,yes,yes,mangement self-employed
unknown,36,critical,radio/tv,3342,unknown,> 7 yrs,4,single male,none,2,other,51,none,own,1,1,1,yes,yes,skilled employee
1 - 200 DM,6,critical,retraining,932,unknown,4 - 7 yrs,1,female,none,3,building society savings,39,none,own,2,1,1,none,yes,unskilled resident
< 0 DM,18,fully repaid,business,3104,< 100 DM,4 - 7 yrs,3,single male,none,1,building society savings,31,bank,own,1,1,1,yes,yes,skilled employee
> 200 DM,36,repaid,radio/tv,3913,< 100 DM,1 - 4 yrs,2,single male,none,2,real estate,23,none,own,1,1,1,yes,yes,skilled employee
< 0 DM,24,repaid,furniture,3021,< 100 DM,1 - 4 yrs,2,divorced male,none,2,real estate,24,none,rent,1,1,1,none,yes,unskilled resident
unknown,10,repaid,car (new),1364,< 100 DM,1 - 4 yrs,2,female,none,4,other,64,none,own,1,1,1,yes,yes,skilled employee
1 - 200 DM,12,repaid,radio/tv,625,< 100 DM,0 - 1 yrs,4,married male,guarantor,1,real estate,26,bank,own,1,1,1,none,yes,unskilled resident
< 0 DM,12,repaid,education,1200,unknown,1 - 4 yrs,4,female,none,4,building society savings,23,bank,rent,1,1,1,yes,yes,skilled employee
unknown,12,repaid,radio/tv,707,< 100 DM,1 - 4 yrs,4,single male,none,2,real estate,30,bank,own,2,1,1,none,yes,skilled employee
unknown,24,delayed,business,2978,unknown,1 - 4 yrs,4,single male,none,4,real estate,32,none,own,2,1,2,yes,yes,skilled employee
unknown,15,repaid,car (used),4657,< 100 DM,1 - 4 yrs,3,single male,none,2,other,30,none,own,1,1,1,yes,yes,skilled employee
unknown,36,fully repaid,repairs,2613,< 100 DM,1 - 4 yrs,4,single male,none,2,other,27,none,own,2,1,1,none,yes,skilled employee
1 - 200 DM,48,repaid,radio/tv,10961,> 1000 DM,4 - 7 yrs,1,single male,co-applicant,2,unknown/none,27,bank,own,2,2,1,yes,yes,skilled employee
< 0 DM,12,repaid,furniture,7865,< 100 DM,> 7 yrs,4,single male,none,4,unknown/none,53,none,for free,1,2,1,yes,yes,mangement self-employed
unknown,9,repaid,radio/tv,1478,< 100 DM,4 - 7 yrs,4,single male,none,2,other,22,none,own,1,2,1,none,yes,skilled employee
< 0 DM,24,repaid,furniture,3149,< 100 DM,0 - 1 yrs,4,single male,none,1,unknown/none,22,bank,for free,1,1,1,none,yes,skilled employee
> 200 DM,36,repaid,radio/tv,4210,< 100 DM,1 - 4 yrs,4,single male,none,2,other,26,none,own,1,2,1,none,yes,skilled employee
unknown,9,repaid,car (new),2507,501 - 1000 DM,> 7 yrs,2,single male,none,4,unknown/none,51,none,for free,1,1,1,none,yes,unskilled resident
unknown,12,repaid,radio/tv,2141,101 - 500 DM,4 - 7 yrs,3,single male,none,1,unknown/none,35,none,own,1,1,1,none,yes,skilled employee
1 - 200 DM,18,repaid,radio/tv,866,< 100 DM,1 - 4 yrs,4,married male,guarantor,2,real estate,25,none,own,1,1,1,none,yes,unskilled resident
unknown,4,critical,radio/tv,1544,< 100 DM,4 - 7 yrs,2,single male,none,1,real estate,42,none,own,3,1,2,none,yes,unskilled resident
< 0 DM,24,repaid,radio/tv,1823,< 100 DM,unemployed,4,single male,none,2,other,30,stores,own,1,2,2,none,yes,mangement self-employed
1 - 200 DM,6,repaid,car (new),14555,unknown,unemployed,1,single male,none,2,building society savings,23,none,own,1,2,1,yes,yes,unemployed non-resident
1 - 200 DM,21,repaid,business,2767,101 - 500 DM,> 7 yrs,4,divorced male,none,2,other,61,bank,rent,2,2,1,none,yes,unskilled resident
unknown,12,critical,radio/tv,1291,< 100 DM,1 - 4 yrs,4,female,none,2,building society savings,35,none,own,2,1,1,none,yes,skilled employee
< 0 DM,30,repaid,radio/tv,2522,< 100 DM,> 7 yrs,1,single male,guarantor,3,building society savings,39,none,own,1,1,2,none,yes,skilled employee
< 0 DM,24,repaid,car (new),915,unknown,> 7 yrs,4,female,none,2,other,29,bank,own,1,2,1,none,yes,skilled employee
unknown,6,repaid,radio/tv,1595,< 100 DM,4 - 7 yrs,3,single male,none,2,building society savings,51,none,own,1,1,2,none,yes,skilled employee
< 0 DM,48,fully repaid,car (used),4605,< 100 DM,> 7 yrs,3,single male,none,4,unknown/none,24,none,for free,2,2,2,none,yes,skilled employee
unknown,12,critical,business,1185,< 100 DM,1 - 4 yrs,3,female,none,2,real estate,27,none,own,2,1,1,none,yes,skilled employee
unknown,12,fully repaid this bank,retraining,3447,501 - 1000 DM,1 - 4 yrs,4,female,none,3,real estate,35,none,own,1,1,2,none,yes,unskilled resident
unknown,24,repaid,business,1258,< 100 DM,4 - 7 yrs,4,single male,none,1,real estate,25,none,own,1,1,1,yes,yes,skilled employee
unknown,12,critical,radio/tv,717,< 100 DM,> 7 yrs,4,single male,none,4,real estate,52,none,own,3,1,1,none,yes,skilled employee
unknown,6,fully repaid,car (new),1204,101 - 500 DM,1 - 4 yrs,4,single male,none,1,unknown/none,35,bank,rent,1,1,1,none,no,skilled employee
> 200 DM,24,repaid,furniture,1925,< 100 DM,1 - 4 yrs,2,single male,none,2,real estate,26,none,own,1,1,1,none,yes,skilled employee
unknown,18,repaid,radio/tv,433,< 100 DM,unemployed,3,female,co-applicant,4,real estate,22,none,rent,1,2,1,none,yes,skilled employee
< 0 DM,6,critical,car (new),666,> 1000 DM,4 - 7 yrs,3,female,none,4,real estate,39,none,own,2,1,1,yes,yes,unskilled resident
> 200 DM,12,repaid,furniture,2251,< 100 DM,1 - 4 yrs,1,female,none,2,other,46,none,own,1,1,1,none,yes,unskilled resident
1 - 200 DM,30,repaid,car (new),2150,< 100 DM,1 - 4 yrs,4,female,guarantor,2,unknown/none,24,bank,own,1,2,1,none,yes,skilled employee
unknown,24,delayed,furniture,4151,101 - 500 DM,1 - 4 yrs,2,single male,none,3,building society savings,35,none,own,2,1,1,none,yes,skilled employee
1 - 200 DM,9,repaid,furniture,2030,unknown,4 - 7 yrs,2,single male,none,1,other,24,none,own,1,1,1,yes,yes,skilled employee
1 - 200 DM,60,delayed,radio/tv,7418,unknown,1 - 4 yrs,1,single male,none,1,real estate,27,none,own,1,1,1,none,yes,unskilled resident
unknown,24,critical,radio/tv,2684,< 100 DM,1 - 4 yrs,4,single male,none,2,real estate,35,none,own,2,1,1,none,yes,unskilled resident
< 0 DM,12,fully repaid this bank,radio/tv,2149,< 100 DM,1 - 4 yrs,4,divorced male,none,1,unknown/none,29,none,for free,1,2,1,none,yes,skilled employee
unknown,15,repaid,car (used),3812,101 - 500 DM,0 - 1 yrs,1,female,none,4,other,23,none,own,1,1,1,yes,yes,skilled employee
unknown,11,critical,radio/tv,1154,101 - 500 DM,unemployed,4,female,none,4,real estate,57,none,own,3,1,1,none,yes,unskilled resident
< 0 DM,12,repaid,furniture,1657,< 100 DM,1 - 4 yrs,2,single male,none,2,real estate,27,none,own,1,1,1,none,yes,skilled employee
< 0 DM,24,repaid,radio/tv,1603,< 100 DM,> 7 yrs,4,female,none,4,other,55,none,own,1,1,1,none,yes,skilled employee
< 0 DM,18,critical,car (new),5302,< 100 DM,> 7 yrs,2,single male,none,4,unknown/none,36,none,for free,3,1,1,yes,yes,mangement self-employed
unknown,12,critical,education,2748,< 100 DM,> 7 yrs,2,female,none,4,unknown/none,57,bank,for free,3,1,1,none,yes,unskilled resident
unknown,10,critical,car (new),1231,< 100 DM,> 7 yrs,3,single male,none,4,real estate,32,none,own,2,1,2,none,no,unskilled resident
1 - 200 DM,15,repaid,radio/tv,802,< 100 DM,> 7 yrs,4,single male,none,3,other,37,none,own,1,2,2,none,yes,skilled employee
unknown,36,critical,business,6304,unknown,> 7 yrs,4,single male,none,4,real estate,36,none,own,2,1,1,none,yes,skilled employee
unknown,24,repaid,radio/tv,1533,< 100 DM,0 - 1 yrs,4,female,none,3,other,38,stores,own,1,1,1,yes,yes,skilled employee
< 0 DM,14,repaid,car (new),8978,< 100 DM,> 7 yrs,1,divorced male,none,4,building society savings,45,none,own,1,2,1,yes,no,mangement self-employed
unknown,24,repaid,radio/tv,999,unknown,> 7 yrs,4,single male,none,2,other,25,none,own,2,1,1,none,yes,skilled employee
unknown,18,repaid,car (new),2662,unknown,4 - 7 yrs,4,single male,none,3,building society savings,32,none,own,1,1,1,none,no,skilled employee
unknown,12,critical,furniture,1402,501 - 1000 DM,4 - 7 yrs,3,female,none,4,other,37,none,rent,1,1,1,yes,yes,skilled employee
1 - 200 DM,48,fully repaid this bank,car (new),12169,unknown,unemployed,4,single male,co-applicant,4,unknown/none,36,none,for free,1,1,1,yes,yes,mangement self-employed
1 - 200 DM,48,repaid,radio/tv,3060,< 100 DM,4 - 7 yrs,4,single male,none,4,real estate,28,none,own,2,2,1,none,yes,skilled employee
< 0 DM,30,repaid,repairs,11998,< 100 DM,0 - 1 yrs,1,divorced male,none,1,unknown/none,34,none,own,1,2,1,yes,yes,unskilled resident
unknown,9,repaid,radio/tv,2697,< 100 DM,1 - 4 yrs,1,single male,none,2,real estate,32,none,own,1,1,2,none,yes,skilled employee
unknown,18,critical,radio/tv,2404,< 100 DM,1 - 4 yrs,2,female,none,2,other,26,none,own,2,1,1,none,yes,skilled employee
< 0 DM,12,repaid,furniture,1262,unknown,> 7 yrs,2,divorced male,none,4,building society savings,49,none,own,1,1,1,yes,yes,unskilled resident
unknown,6,repaid,furniture,4611,< 100 DM,0 - 1 yrs,1,female,none,4,building society savings,32,none,own,1,2,1,none,yes,skilled employee
unknown,24,repaid,radio/tv,1901,101 - 500 DM,1 - 4 yrs,4,single male,none,4,other,29,none,rent,1,1,1,yes,yes,mangement self-employed
unknown,15,critical,car (used),3368,> 1000 DM,> 7 yrs,3,single male,none,4,unknown/none,23,none,rent,2,1,1,yes,yes,skilled employee
unknown,12,repaid,furniture,1574,< 100 DM,1 - 4 yrs,4,single male,none,2,real estate,50,none,own,1,1,1,none,yes,skilled employee
> 200 DM,18,fully repaid this bank,radio/tv,1445,unknown,4 - 7 yrs,4,single male,none,4,other,49,bank,own,1,1,1,none,yes,unskilled resident
unknown,15,critical,furniture,1520,unknown,> 7 yrs,4,single male,none,4,building society savings,63,none,own,1,1,1,none,yes,skilled employee
1 - 200 DM,24,critical,car (new),3878,101 - 500 DM,0 - 1 yrs,4,divorced male,none,2,other,37,none,own,1,1,1,yes,yes,skilled employee
< 0 DM,47,repaid,car (new),10722,< 100 DM,0 - 1 yrs,1,female,none,1,real estate,35,none,own,1,1,1,yes,yes,unskilled resident
< 0 DM,48,repaid,car (used),4788,< 100 DM,4 - 7 yrs,4,single male,none,3,building society savings,26,none,own,1,1,2,none,yes,skilled employee
1 - 200 DM,48,delayed,others,7582,101 - 500 DM,unemployed,2,single male,none,4,unknown/none,31,none,for free,1,1,1,yes,yes,mangement self-employed
1 - 200 DM,12,repaid,radio/tv,1092,< 100 DM,1 - 4 yrs,4,female,guarantor,4,real estate,49,none,own,2,1,1,yes,yes,skilled employee
< 0 DM,24,delayed,radio/tv,1024,< 100 DM,0 - 1 yrs,4,married male,none,4,real estate,48,stores,own,1,2,1,none,yes,skilled employee
unknown,12,repaid,business,1076,< 100 DM,1 - 4 yrs,2,married male,none,2,real estate,26,none,own,1,1,1,yes,no,skilled employee
1 - 200 DM,36,repaid,car (used),9398,< 100 DM,0 - 1 yrs,1,married male,none,4,other,28,none,rent,1,2,1,yes,yes,mangement self-employed
< 0 DM,24,critical,car (used),6419,< 100 DM,> 7 yrs,2,female,none,4,unknown/none,44,none,for free,2,1,2,yes,yes,mangement self-employed
> 200 DM,42,critical,car (used),4796,< 100 DM,> 7 yrs,4,single male,none,4,unknown/none,56,none,for free,1,1,1,none,yes,skilled employee
unknown,48,critical,business,7629,unknown,> 7 yrs,4,divorced male,none,2,other,46,bank,own,2,1,2,none,yes,mangement self-employed
1 - 200 DM,48,repaid,furniture,9960,< 100 DM,0 - 1 yrs,1,female,none,2,other,26,none,own,1,2,1,yes,yes,skilled employee
unknown,12,repaid,car (used),4675,unknown,0 - 1 yrs,1,female,none,4,other,20,none,rent,1,1,1,none,yes,skilled employee
unknown,10,repaid,car (new),1287,unknown,> 7 yrs,4,single male,co-applicant,2,building society savings,45,none,own,1,1,1,none,no,unskilled resident
unknown,18,repaid,furniture,2515,< 100 DM,1 - 4 yrs,3,single male,none,4,real estate,43,none,own,1,1,1,yes,yes,skilled employee
1 - 200 DM,21,critical,furniture,2745,> 1000 DM,4 - 7 yrs,3,single male,none,2,other,32,none,own,2,1,1,yes,yes,skilled employee
unknown,6,repaid,car (new),672,< 100 DM,unemployed,1,female,none,4,real estate,54,none,own,1,1,1,yes,yes,unemployed non-resident
1 - 200 DM,36,fully repaid,radio/tv,3804,< 100 DM,1 - 4 yrs,4,female,none,1,other,42,none,own,1,2,1,yes,yes,skilled employee
> 200 DM,24,critical,car (new),1344,unknown,4 - 7 yrs,4,single male,none,2,real estate,37,bank,own,2,2,2,none,yes,unskilled resident
< 0 DM,10,critical,car (new),1038,< 100 DM,4 - 7 yrs,4,single male,co-applicant,3,building society savings,49,none,own,2,1,1,yes,yes,skilled employee
unknown,48,critical,car (new),10127,501 - 1000 DM,1 - 4 yrs,2,single male,none,2,unknown/none,44,bank,for free,1,2,1,none,yes,skilled employee
unknown,6,repaid,furniture,1543,> 1000 DM,1 - 4 yrs,4,divorced male,none,2,real estate,33,none,own,1,1,1,none,yes,skilled employee
unknown,30,repaid,car (used),4811,unknown,4 - 7 yrs,2,female,none,4,building society savings,24,stores,rent,1,1,1,none,yes,unskilled resident
< 0 DM,12,repaid,radio/tv,727,101 - 500 DM,0 - 1 yrs,4,married male,none,3,unknown/none,33,none,own,1,2,1,yes,yes,unskilled resident
1 - 200 DM,8,repaid,furniture,1237,< 100 DM,1 - 4 yrs,3,female,none,4,real estate,24,none,own,1,2,1,none,yes,skilled employee
1 - 200 DM,9,repaid,car (new),276,< 100 DM,1 - 4 yrs,4,married male,none,4,real estate,22,none,rent,1,1,1,none,yes,unskilled resident
1 - 200 DM,48,repaid,others,5381,unknown,unemployed,3,single male,none,4,unknown/none,40,bank,for free,1,1,1,yes,yes,unemployed non-resident
unknown,24,repaid,furniture,5511,101 - 500 DM,1 - 4 yrs,4,single male,none,1,other,25,stores,own,1,1,1,none,yes,skilled employee
> 200 DM,24,repaid,furniture,3749,< 100 DM,0 - 1 yrs,2,female,none,4,other,26,none,own,1,1,1,none,yes,skilled employee
1 - 200 DM,12,repaid,car (new),685,< 100 DM,4 - 7 yrs,2,married male,none,3,other,25,bank,own,1,2,1,none,yes,unskilled resident
> 200 DM,4,repaid,car (new),1494,unknown,0 - 1 yrs,1,single male,none,2,real estate,29,none,own,1,1,2,none,no,unskilled resident
< 0 DM,36,fully repaid this bank,furniture,2746,< 100 DM,> 7 yrs,4,single male,none,4,other,31,bank,own,1,2,1,none,yes,skilled employee
< 0 DM,12,repaid,furniture,708,< 100 DM,1 - 4 yrs,2,single male,guarantor,3,building society savings,38,none,own,1,1,2,none,yes,unskilled resident
1 - 200 DM,24,repaid,furniture,4351,unknown,1 - 4 yrs,1,female,none,4,building society savings,48,none,own,1,1,1,yes,yes,unskilled resident
unknown,12,critical,education,701,< 100 DM,1 - 4 yrs,4,single male,none,2,other,32,none,own,2,1,1,none,yes,skilled employee
< 0 DM,15,delayed,furniture,3643,< 100 DM,> 7 yrs,1,female,none,4,building society savings,27,none,own,2,1,1,none,yes,unskilled resident
1 - 200 DM,30,critical,car (new),4249,< 100 DM,unemployed,4,married male,none,2,other,28,none,own,2,2,1,none,yes,mangement self-employed
< 0 DM,24,repaid,radio/tv,1938,< 100 DM,0 - 1 yrs,4,divorced male,none,3,building society savings,32,none,own,1,2,1,none,yes,skilled employee
< 0 DM,24,repaid,car (used),2910,< 100 DM,4 - 7 yrs,2,single male,none,1,unknown/none,34,none,for free,1,1,1,yes,yes,mangement self-employed
< 0 DM,18,repaid,furniture,2659,> 1000 DM,1 - 4 yrs,4,single male,none,2,other,28,none,own,1,1,1,none,yes,skilled employee
unknown,18,critical,car (new),1028,< 100 DM,1 - 4 yrs,4,female,none,3,real estate,36,none,own,2,1,1,none,yes,skilled employee
< 0 DM,8,critical,car (new),3398,< 100 DM,4 - 7 yrs,1,single male,none,4,real estate,39,none,own,2,1,1,none,no,unskilled resident
unknown,12,critical,furniture,5801,unknown,> 7 yrs,2,single male,none,4,building society savings,49,none,rent,1,1,1,yes,yes,skilled employee
unknown,24,repaid,car (new),1525,> 1000 DM,4 - 7 yrs,4,female,none,3,other,34,none,own,1,1,2,yes,yes,skilled employee
> 200 DM,36,repaid,radio/tv,4473,< 100 DM,> 7 yrs,4,single male,none,2,other,31,none,own,1,1,1,none,yes,skilled employee
1 - 200 DM,6,repaid,radio/tv,1068,< 100 DM,> 7 yrs,4,single male,none,4,other,28,none,own,1,1,2,none,yes,skilled employee
< 0 DM,24,critical,car (used),6615,< 100 DM,unemployed,2,single male,none,4,unknown/none,75,none,for free,2,1,1,yes,yes,mangement self-employed
unknown,18,critical,education,1864,101 - 500 DM,1 - 4 yrs,4,female,none,2,real estate,30,none,own,2,2,1,none,yes,skilled employee
1 - 200 DM,60,repaid,car (new),7408,101 - 500 DM,0 - 1 yrs,4,female,none,2,building society savings,24,none,own,1,2,1,none,yes,mangement self-employed
unknown,48,critical,car (used),11590,101 - 500 DM,1 - 4 yrs,2,female,none,4,other,24,bank,rent,2,2,1,none,yes,unskilled resident
< 0 DM,24,fully repaid,furniture,4110,< 100 DM,> 7 yrs,3,single male,none,4,unknown/none,23,bank,rent,2,2,2,none,yes,skilled employee
< 0 DM,6,critical,furniture,3384,< 100 DM,1 - 4 yrs,1,divorced male,none,4,real estate,44,none,rent,1,2,1,yes,yes,mangement self-employed
1 - 200 DM,13,repaid,radio/tv,2101,< 100 DM,0 - 1 yrs,2,female,guarantor,4,building society savings,23,none,own,1,1,1,none,yes,unskilled resident
< 0 DM,15,repaid,domestic appliances,1275,unknown,1 - 4 yrs,4,female,none,2,other,24,none,rent,1,2,1,none,yes,skilled employee
< 0 DM,24,repaid,furniture,4169,< 100 DM,1 - 4 yrs,4,single male,none,4,building society savings,28,none,own,1,1,1,none,yes,skilled employee
1 - 200 DM,10,repaid,furniture,1521,< 100 DM,1 - 4 yrs,4,divorced male,none,2,other,31,none,own,1,1,1,none,yes,unskilled resident
1 - 200 DM,24,critical,education,5743,< 100 DM,0 - 1 yrs,2,female,none,4,unknown/none,24,none,for free,2,1,1,yes,yes,skilled employee
< 0 DM,21,repaid,furniture,3599,< 100 DM,4 - 7 yrs,1,female,none,4,other,26,none,rent,1,1,1,none,yes,unskilled resident
1 - 200 DM,18,repaid,radio/tv,3213,501 - 1000 DM,0 - 1 yrs,1,married male,none,3,real estate,25,none,rent,1,1,1,none,yes,skilled employee
1 - 200 DM,18,repaid,business,4439,< 100 DM,> 7 yrs,1,single male,co-applicant,1,real estate,33,bank,own,1,1,1,yes,yes,mangement self-employed
> 200 DM,10,repaid,car (new),3949,< 100 DM,0 - 1 yrs,1,single male,guarantor,1,building society savings,37,none,own,1,1,2,none,yes,unskilled resident
unknown,15,critical,radio/tv,1459,< 100 DM,1 - 4 yrs,4,female,none,2,other,43,none,own,1,1,1,none,yes,unskilled resident
1 - 200 DM,13,critical,radio/tv,882,< 100 DM,0 - 1 yrs,4,single male,guarantor,4,real estate,23,none,own,2,1,1,none,yes,skilled employee
1 - 200 DM,24,repaid,radio/tv,3758,501 - 1000 DM,unemployed,1,female,none,4,unknown/none,23,none,rent,1,1,1,none,yes,unemployed non-resident
unknown,6,delayed,business,1743,101 - 500 DM,1 - 4 yrs,1,single male,none,2,real estate,34,none,own,2,1,1,none,yes,unskilled resident
1 - 200 DM,9,critical,education,1136,> 1000 DM,> 7 yrs,4,single male,none,3,unknown/none,32,none,for free,2,2,2,none,yes,skilled employee
unknown,9,repaid,domestic appliances,1236,< 100 DM,0 - 1 yrs,1,female,none,4,real estate,23,none,rent,1,1,1,yes,yes,skilled employee
1 - 200 DM,9,repaid,furniture,959,< 100 DM,1 - 4 yrs,1,female,none,2,other,29,none,own,1,2,1,none,no,skilled employee
unknown,18,critical,car (used),3229,unknown,unemployed,2,single male,none,4,unknown/none,38,none,own,1,1,1,yes,yes,mangement self-employed
< 0 DM,12,fully repaid,radio/tv,6199,< 100 DM,1 - 4 yrs,4,single male,none,2,building society savings,28,none,rent,2,2,1,yes,yes,skilled employee
unknown,10,repaid,education,727,501 - 1000 DM,> 7 yrs,4,single male,none,4,unknown/none,46,none,for free,1,1,1,yes,yes,skilled employee
1 - 200 DM,24,repaid,car (new),1246,< 100 DM,0 - 1 yrs,4,single male,none,2,real estate,23,stores,own,1,2,1,none,yes,unskilled resident
unknown,12,critical,radio/tv,2331,unknown,> 7 yrs,1,single male,co-applicant,4,real estate,49,none,own,1,1,1,yes,yes,skilled employee
unknown,36,delayed,radio/tv,4463,< 100 DM,1 - 4 yrs,4,single male,none,2,other,26,none,own,2,2,1,yes,yes,mangement self-employed
unknown,12,repaid,radio/tv,776,< 100 DM,1 - 4 yrs,4,married male,none,2,real estate,28,none,own,1,1,1,none,yes,skilled employee
< 0 DM,30,repaid,furniture,2406,< 100 DM,4 - 7 yrs,4,female,none,4,real estate,23,none,rent,1,2,1,none,yes,skilled employee
1 - 200 DM,18,repaid,education,1239,unknown,1 - 4 yrs,4,single male,none,4,unknown/none,61,none,for free,1,1,1,none,yes,skilled employee
> 200 DM,12,repaid,radio/tv,3399,unknown,> 7 yrs,2,single male,none,3,other,37,none,own,1,1,1,none,yes,mangement self-employed
> 200 DM,12,delayed,car (new),2247,< 100 DM,1 - 4 yrs,2,female,none,2,other,36,stores,own,2,1,1,yes,yes,skilled employee
unknown,6,repaid,furniture,1766,< 100 DM,1 - 4 yrs,1,married male,none,2,building society savings,21,none,rent,1,1,1,none,yes,skilled employee
< 0 DM,18,repaid,furniture,2473,< 100 DM,unemployed,4,single male,none,1,other,25,none,own,1,2,1,none,yes,unemployed non-resident
unknown,12,repaid,business,1542,< 100 DM,4 - 7 yrs,2,single male,none,4,other,36,none,own,1,1,1,yes,yes,skilled employee
unknown,18,critical,car (used),3850,< 100 DM,4 - 7 yrs,3,single male,none,1,other,27,none,own,2,1,1,none,yes,skilled employee
< 0 DM,18,repaid,furniture,3650,< 100 DM,0 - 1 yrs,1,female,none,4,other,22,none,rent,1,1,1,none,yes,skilled employee
< 0 DM,36,repaid,furniture,3446,< 100 DM,> 7 yrs,4,single male,none,2,other,42,none,own,1,2,2,none,yes,skilled employee
1 - 200 DM,18,repaid,furniture,3001,< 100 DM,4 - 7 yrs,2,female,none,4,real estate,40,none,rent,1,1,1,none,yes,skilled employee
unknown,36,repaid,car (new),3079,unknown,1 - 4 yrs,4,single male,none,4,real estate,36,none,own,1,1,1,none,yes,skilled employee
unknown,18,critical,radio/tv,6070,< 100 DM,> 7 yrs,3,single male,none,4,other,33,none,own,2,1,1,yes,yes,skilled employee
unknown,10,critical,furniture,2146,< 100 DM,0 - 1 yrs,1,female,none,3,real estate,23,none,rent,2,1,1,none,yes,skilled employee
unknown,60,critical,car (new),13756,unknown,> 7 yrs,2,single male,none,4,unknown/none,63,bank,for free,1,1,1,yes,yes,mangement self-employed
1 - 200 DM,60,fully repaid this bank,others,14782,101 - 500 DM,> 7 yrs,3,female,none,4,unknown/none,60,bank,for free,2,2,1,yes,yes,mangement self-employed
< 0 DM,48,fully repaid this bank,business,7685,< 100 DM,4 - 7 yrs,2,female,guarantor,4,other,37,none,rent,1,2,1,none,yes,skilled employee
unknown,18,delayed,radio/tv,2320,< 100 DM,unemployed,2,married male,none,3,real estate,34,none,own,2,1,1,none,yes,skilled employee
unknown,7,delayed,radio/tv,846,unknown,> 7 yrs,3,single male,none,4,unknown/none,36,none,for free,1,1,1,none,yes,skilled employee
1 - 200 DM,36,repaid,car (new),14318,< 100 DM,> 7 yrs,4,single male,none,2,unknown/none,57,none,for free,1,2,1,yes,yes,mangement self-employed
unknown,6,critical,car (new),362,101 - 500 DM,1 - 4 yrs,4,female,none,4,other,52,none,own,2,1,1,none,yes,unskilled resident
< 0 DM,20,repaid,furniture,2212,unknown,4 - 7 yrs,4,single male,none,4,other,39,none,own,1,1,1,yes,yes,skilled employee
1 - 200 DM,18,repaid,car (used),12976,< 100 DM,unemployed,3,female,none,4,unknown/none,38,none,for free,1,2,1,yes,yes,mangement self-employed
unknown,22,repaid,car (new),1283,unknown,4 - 7 yrs,4,female,none,4,building society savings,25,none,rent,1,1,1,none,yes,skilled employee
> 200 DM,12,repaid,car (new),1330,< 100 DM,0 - 1 yrs,4,single male,none,1,real estate,26,none,own,1,1,1,none,yes,skilled employee
unknown,30,delayed,business,4272,101 - 500 DM,1 - 4 yrs,2,single male,none,2,building society savings,26,none,own,2,1,1,none,yes,unskilled resident
unknown,18,critical,radio/tv,2238,< 100 DM,1 - 4 yrs,2,female,none,1,other,25,none,own,2,1,1,none,yes,skilled employee
unknown,18,repaid,radio/tv,1126,unknown,0 - 1 yrs,4,female,none,2,real estate,21,none,rent,1,1,1,yes,yes,skilled employee
1 - 200 DM,18,critical,furniture,7374,< 100 DM,unemployed,4,single male,none,4,building society savings,40,stores,own,2,1,1,yes,yes,mangement self-employed
1 - 200 DM,15,critical,business,2326,501 - 1000 DM,1 - 4 yrs,2,single male,none,4,other,27,bank,own,1,1,1,none,yes,skilled employee
unknown,9,repaid,business,1449,< 100 DM,4 - 7 yrs,3,female,none,2,other,27,none,own,2,1,1,none,yes,skilled employee
unknown,18,repaid,car (new),1820,< 100 DM,1 - 4 yrs,2,married male,none,2,building society savings,30,none,own,1,1,1,yes,yes,mangement self-employed
1 - 200 DM,12,repaid,furniture,983,> 1000 DM,0 - 1 yrs,1,female,none,4,real estate,19,none,rent,1,1,1,none,yes,unskilled resident
< 0 DM,36,repaid,car (new),3249,< 100 DM,4 - 7 yrs,2,single male,none,4,unknown/none,39,bank,for free,1,1,2,yes,yes,mangement self-employed
< 0 DM,6,critical,radio/tv,1957,< 100 DM,4 - 7 yrs,1,female,none,4,other,31,none,own,1,1,1,none,yes,skilled employee
unknown,9,critical,furniture,2406,< 100 DM,unemployed,2,single male,none,3,other,31,none,own,1,1,1,none,yes,mangement self-employed
1 - 200 DM,39,delayed,education,11760,101 - 500 DM,4 - 7 yrs,2,single male,none,3,unknown/none,32,none,rent,1,1,1,yes,yes,skilled employee
< 0 DM,12,repaid,furniture,2578,< 100 DM,unemployed,3,female,none,4,unknown/none,55,none,for free,1,1,1,none,yes,mangement self-employed
< 0 DM,36,critical,furniture,2348,< 100 DM,1 - 4 yrs,3,married male,none,2,building society savings,46,none,own,2,1,1,yes,yes,skilled employee
1 - 200 DM,12,repaid,car (new),1223,< 100 DM,> 7 yrs,1,divorced male,none,1,real estate,46,none,rent,2,2,1,none,yes,skilled employee
unknown,24,critical,radio/tv,1516,> 1000 DM,1 - 4 yrs,4,female,none,1,real estate,43,none,own,2,1,1,none,yes,unskilled resident
unknown,18,repaid,radio/tv,1473,< 100 DM,0 - 1 yrs,3,married male,none,4,real estate,39,none,own,1,1,1,yes,yes,skilled employee
1 - 200 DM,18,critical,business,1887,unknown,1 - 4 yrs,4,married male,none,4,real estate,28,bank,own,2,1,1,none,yes,skilled employee
unknown,24,delayed,business,8648,< 100 DM,0 - 1 yrs,2,single male,none,2,other,27,bank,own,2,2,1,yes,yes,skilled employee
unknown,14,delayed,car (new),802,< 100 DM,1 - 4 yrs,4,single male,none,2,other,27,none,own,2,1,1,none,yes,unskilled resident
1 - 200 DM,18,delayed,car (new),2899,unknown,> 7 yrs,4,single male,none,4,other,43,none,own,1,1,2,none,yes,skilled employee
1 - 200 DM,24,repaid,radio/tv,2039,< 100 DM,0 - 1 yrs,1,married male,none,1,building society savings,22,none,own,1,2,1,yes,yes,skilled employee
unknown,24,critical,car (used),2197,unknown,4 - 7 yrs,4,single male,none,4,other,43,none,own,2,1,2,yes,yes,skilled employee
< 0 DM,15,repaid,radio/tv,1053,< 100 DM,0 - 1 yrs,4,married male,none,2,real estate,27,none,own,1,1,1,none,no,skilled employee
unknown,24,repaid,radio/tv,3235,501 - 1000 DM,> 7 yrs,3,divorced male,none,2,other,26,none,own,1,1,1,yes,yes,mangement self-employed
> 200 DM,12,critical,car (new),939,501 - 1000 DM,4 - 7 yrs,4,married male,none,2,real estate,28,none,own,3,2,1,yes,yes,skilled employee
1 - 200 DM,24,repaid,radio/tv,1967,< 100 DM,> 7 yrs,4,female,none,4,other,20,none,own,1,1,1,yes,yes,skilled employee
unknown,33,critical,car (used),7253,< 100 DM,4 - 7 yrs,3,single male,none,2,other,35,none,own,2,1,1,yes,yes,mangement self-employed
unknown,12,critical,business,2292,< 100 DM,unemployed,4,single male,none,2,other,42,stores,own,2,2,1,yes,yes,mangement self-employed
unknown,10,repaid,car (new),1597,501 - 1000 DM,1 - 4 yrs,3,single male,none,2,unknown/none,40,none,rent,1,1,2,none,no,unskilled resident
< 0 DM,24,repaid,car (new),1381,unknown,1 - 4 yrs,4,female,none,2,building society savings,35,none,own,1,2,1,none,yes,skilled employee
unknown,36,critical,car (used),5842,< 100 DM,> 7 yrs,2,single male,none,2,building society savings,35,none,own,2,1,2,yes,yes,skilled employee
< 0 DM,12,repaid,car (new),2579,< 100 DM,0 - 1 yrs,4,single male,none,1,real estate,33,none,own,1,2,2,none,yes,unskilled resident
< 0 DM,18,delayed,education,8471,unknown,1 - 4 yrs,1,female,none,2,other,23,none,rent,2,1,1,yes,yes,skilled employee
unknown,21,repaid,car (new),2782,501 - 1000 DM,4 - 7 yrs,1,female,none,2,other,31,bank,own,1,1,1,none,yes,mangement self-employed
1 - 200 DM,18,repaid,car (new),1042,unknown,1 - 4 yrs,4,female,none,2,building society savings,33,none,own,1,2,1,none,yes,skilled employee
unknown,15,repaid,car (new),3186,> 1000 DM,4 - 7 yrs,2,female,none,3,other,20,none,rent,1,1,1,none,yes,skilled employee
1 - 200 DM,12,repaid,car (used),2028,unknown,1 - 4 yrs,4,single male,none,2,other,30,none,own,1,1,1,none,yes,skilled employee
1 - 200 DM,12,critical,car (new),958,< 100 DM,4 - 7 yrs,2,single male,none,3,real estate,47,none,own,2,1,2,none,yes,unskilled resident
unknown,21,delayed,furniture,1591,101 - 500 DM,4 - 7 yrs,4,single male,none,3,real estate,34,none,own,2,1,1,none,yes,mangement self-employed
1 - 200 DM,12,repaid,furniture,2762,unknown,> 7 yrs,1,female,none,2,building society savings,25,bank,own,1,2,1,yes,yes,skilled employee
1 - 200 DM,18,repaid,car (used),2779,< 100 DM,1 - 4 yrs,1,married male,none,3,other,21,none,rent,1,1,1,yes,yes,skilled employee
unknown,28,critical,radio/tv,2743,< 100 DM,> 7 yrs,4,single male,none,2,other,29,none,own,2,1,1,none,yes,skilled employee
unknown,18,critical,radio/tv,1149,> 1000 DM,1 - 4 yrs,4,single male,none,3,real estate,46,none,own,2,1,1,none,yes,skilled employee
unknown,9,repaid,furniture,1313,< 100 DM,> 7 yrs,1,single male,none,4,other,20,none,own,1,1,1,none,yes,skilled employee
< 0 DM,18,critical,repairs,1190,< 100 DM,unemployed,2,female,none,4,unknown/none,55,none,for free,3,2,2,none,yes,unemployed non-resident
unknown,5,repaid,business,3448,< 100 DM,4 - 7 yrs,1,single male,none,4,real estate,74,none,own,1,1,1,none,yes,unskilled resident
1 - 200 DM,24,repaid,others,11328,< 100 DM,1 - 4 yrs,2,single male,co-applicant,3,other,29,bank,own,2,2,1,yes,yes,mangement self-employed
< 0 DM,6,critical,furniture,1872,< 100 DM,unemployed,4,single male,none,4,unknown/none,36,none,for free,3,1,1,yes,yes,mangement self-employed
unknown,24,critical,repairs,2058,< 100 DM,1 - 4 yrs,4,divorced male,none,2,real estate,33,none,own,2,1,1,yes,yes,skilled employee
< 0 DM,9,repaid,furniture,2136,< 100 DM,1 - 4 yrs,3,single male,none,2,real estate,25,none,own,1,1,1,none,yes,skilled employee
1 - 200 DM,12,repaid,radio/tv,1484,unknown,1 - 4 yrs,2,married male,none,1,real estate,25,none,own,1,2,1,yes,yes,skilled employee
unknown,6,repaid,repairs,660,501 - 1000 DM,4 - 7 yrs,2,married male,none,4,real estate,23,none,rent,1,1,1,none,yes,unskilled resident
unknown,24,critical,car (new),1287,> 1000 DM,> 7 yrs,4,female,none,4,real estate,37,none,own,2,1,1,yes,yes,skilled employee
< 0 DM,42,critical,repairs,3394,< 100 DM,unemployed,4,single male,co-applicant,4,other,65,none,own,2,1,1,none,yes,unemployed non-resident
> 200 DM,12,fully repaid this bank,business,609,< 100 DM,0 - 1 yrs,4,female,none,1,real estate,26,none,own,1,2,1,none,yes,unemployed non-resident
unknown,12,repaid,car (new),1884,< 100 DM,> 7 yrs,4,single male,none,4,other,39,none,own,1,1,1,yes,yes,mangement self-employed
< 0 DM,12,repaid,furniture,1620,< 100 DM,1 - 4 yrs,2,female,co-applicant,3,building society savings,30,none,own,1,1,1,none,yes,skilled employee
1 - 200 DM,20,delayed,others,2629,< 100 DM,1 - 4 yrs,2,single male,none,3,other,29,bank,own,2,1,1,yes,yes,skilled employee
unknown,12,repaid,education,719,< 100 DM,> 7 yrs,4,single male,none,4,other,41,bank,own,1,2,2,none,yes,unskilled resident
1 - 200 DM,48,critical,furniture,5096,< 100 DM,1 - 4 yrs,2,female,none,3,other,30,none,own,1,2,1,yes,yes,mangement self-employed
unknown,9,critical,education,1244,unknown,> 7 yrs,4,female,none,4,building society savings,41,none,rent,2,1,1,none,yes,unskilled resident
< 0 DM,36,repaid,car (new),1842,< 100 DM,0 - 1 yrs,4,female,none,4,other,34,none,own,1,2,1,yes,yes,skilled employee
1 - 200 DM,7,repaid,radio/tv,2576,< 100 DM,1 - 4 yrs,2,single male,guarantor,2,real estate,35,none,own,1,1,1,none,yes,skilled employee
> 200 DM,12,repaid,furniture,1424,unknown,> 7 yrs,3,female,none,4,real estate,55,none,own,1,1,1,yes,yes,mangement self-employed
1 - 200 DM,15,delayed,repairs,1512,> 1000 DM,1 - 4 yrs,3,married male,none,3,building society savings,61,stores,own,2,2,1,none,yes,skilled employee
unknown,36,critical,car (used),11054,unknown,1 - 4 yrs,4,single male,none,2,other,30,none,own,1,1,1,yes,yes,mangement self-employed
unknown,6,repaid,radio/tv,518,< 100 DM,1 - 4 yrs,3,female,none,1,real estate,29,none,own,1,1,1,none,yes,skilled employee
unknown,12,fully repaid,furniture,2759,< 100 DM,> 7 yrs,2,single male,none,4,building society savings,34,none,own,2,1,1,none,yes,skilled employee
unknown,24,repaid,car (used),2670,< 100 DM,> 7 yrs,4,single male,none,4,other,35,none,own,1,1,1,yes,yes,mangement self-employed
< 0 DM,24,repaid,car (new),4817,< 100 DM,4 - 7 yrs,2,single male,co-applicant,3,building society savings,31,none,own,1,2,1,yes,yes,skilled employee
unknown,24,repaid,car (used),2679,< 100 DM,0 - 1 yrs,4,female,none,1,unknown/none,29,none,own,1,1,1,yes,yes,mangement self-employed
< 0 DM,11,critical,car (new),3905,< 100 DM,1 - 4 yrs,2,single male,none,2,real estate,36,none,rent,2,1,2,none,yes,skilled employee
< 0 DM,12,repaid,car (used),3386,< 100 DM,> 7 yrs,3,single male,none,4,unknown/none,35,none,for free,1,2,1,yes,yes,skilled employee
< 0 DM,6,repaid,domestic appliances,343,< 100 DM,0 - 1 yrs,4,female,none,1,real estate,27,none,own,1,1,1,none,yes,skilled employee
unknown,18,repaid,radio/tv,4594,< 100 DM,0 - 1 yrs,3,single male,none,2,other,32,none,own,1,1,1,yes,yes,skilled employee
< 0 DM,36,repaid,furniture,3620,< 100 DM,1 - 4 yrs,1,single male,guarantor,2,building society savings,37,none,own,1,1,2,none,yes,skilled employee
< 0 DM,15,repaid,car (new),1721,< 100 DM,0 - 1 yrs,2,single male,none,3,real estate,36,none,own,1,1,1,none,yes,skilled employee
1 - 200 DM,12,repaid,furniture,3017,< 100 DM,0 - 1 yrs,3,female,none,1,real estate,34,none,rent,1,1,1,none,yes,mangement self-employed
1 - 200 DM,12,repaid,retraining,754,unknown,> 7 yrs,4,single male,none,4,building society savings,38,none,own,2,1,1,none,yes,skilled employee
unknown,18,repaid,business,1950,< 100 DM,4 - 7 yrs,4,single male,none,1,other,34,stores,own,2,1,1,yes,yes,skilled employee
< 0 DM,24,repaid,car (used),2924,< 100 DM,1 - 4 yrs,3,single male,guarantor,4,unknown/none,63,bank,own,1,1,2,yes,yes,skilled employee
< 0 DM,24,delayed,radio/tv,1659,< 100 DM,0 - 1 yrs,4,female,none,2,other,29,none,rent,1,2,1,yes,yes,unskilled resident
unknown,48,delayed,radio/tv,7238,unknown,> 7 yrs,3,single male,none,3,other,32,bank,own,2,1,2,none,yes,skilled employee
unknown,33,delayed,business,2764,< 100 DM,1 - 4 yrs,2,female,none,2,other,26,none,own,2,1,1,yes,yes,skilled employee
unknown,24,delayed,car (used),4679,< 100 DM,4 - 7 yrs,3,single male,none,3,other,35,none,own,2,1,1,yes,yes,unskilled resident
1 - 200 DM,24,repaid,radio/tv,3092,101 - 500 DM,0 - 1 yrs,3,married male,none,2,other,22,none,rent,1,2,1,yes,yes,skilled employee
< 0 DM,6,repaid,education,448,< 100 DM,0 - 1 yrs,4,female,none,4,building society savings,23,none,own,1,2,1,none,yes,skilled employee
< 0 DM,9,repaid,car (new),654,< 100 DM,1 - 4 yrs,4,single male,none,3,other,28,none,own,1,2,1,none,yes,unskilled resident
unknown,6,repaid,retraining,1238,unknown,unemployed,4,single male,none,4,building society savings,36,none,own,1,1,2,yes,yes,mangement self-employed
1 - 200 DM,18,critical,radio/tv,1245,< 100 DM,1 - 4 yrs,4,married male,none,2,other,33,none,own,1,2,1,none,yes,skilled employee
< 0 DM,18,fully repaid,furniture,3114,< 100 DM,0 - 1 yrs,1,female,none,4,building society savings,26,none,rent,1,2,1,none,yes,skilled employee
unknown,39,repaid,car (used),2569,501 - 1000 DM,1 - 4 yrs,4,single male,none,4,other,24,none,own,1,1,1,none,yes,skilled employee
> 200 DM,24,repaid,radio/tv,5152,< 100 DM,4 - 7 yrs,4,single male,none,2,other,25,bank,own,1,1,1,none,yes,skilled employee
1 - 200 DM,12,repaid,business,1037,101 - 500 DM,4 - 7 yrs,3,single male,none,4,real estate,39,none,own,1,1,1,none,yes,unskilled resident
< 0 DM,15,critical,furniture,1478,< 100 DM,> 7 yrs,4,single male,none,4,other,44,none,own,2,1,2,yes,yes,skilled employee
1 - 200 DM,12,critical,radio/tv,3573,< 100 DM,1 - 4 yrs,1,female,none,1,real estate,23,none,own,1,1,1,none,yes,unskilled resident
1 - 200 DM,24,repaid,car (new),1201,< 100 DM,0 - 1 yrs,4,single male,none,1,building society savings,26,none,own,1,1,1,none,yes,skilled employee
< 0 DM,30,repaid,furniture,3622,> 1000 DM,> 7 yrs,4,female,none,4,building society savings,57,none,rent,2,1,1,yes,yes,skilled employee
unknown,15,delayed,furniture,960,> 1000 DM,4 - 7 yrs,3,female,none,2,building society savings,30,none,own,2,1,1,none,yes,skilled employee
unknown,12,critical,car (new),1163,501 - 1000 DM,1 - 4 yrs,4,single male,none,4,real estate,44,none,own,1,1,1,yes,yes,skilled employee
1 - 200 DM,6,delayed,car (new),1209,< 100 DM,unemployed,4,single male,none,4,building society savings,47,none,own,1,2,1,yes,yes,mangement self-employed
unknown,12,repaid,radio/tv,3077,< 100 DM,1 - 4 yrs,2,single male,none,4,other,52,none,own,1,1,1,yes,yes,skilled employee
unknown,24,repaid,car (new),3757,< 100 DM,> 7 yrs,4,female,co-applicant,4,unknown/none,62,none,for free,1,1,1,yes,yes,skilled employee
unknown,10,repaid,car (new),1418,101 - 500 DM,1 - 4 yrs,3,single male,none,2,real estate,35,none,rent,1,1,1,none,no,unskilled resident
unknown,6,repaid,car (new),3518,< 100 DM,1 - 4 yrs,2,single male,guarantor,3,building society savings,26,none,rent,1,1,1,none,yes,skilled employee
unknown,12,critical,radio/tv,1934,< 100 DM,> 7 yrs,2,single male,none,2,unknown/none,26,none,own,2,1,1,none,yes,skilled employee
1 - 200 DM,27,fully repaid,business,8318,< 100 DM,> 7 yrs,2,female,none,4,unknown/none,42,none,for free,2,2,1,yes,yes,mangement self-employed
unknown,6,critical,radio/tv,1237,101 - 500 DM,1 - 4 yrs,1,female,none,1,building society savings,27,none,own,2,1,1,none,yes,skilled employee
1 - 200 DM,6,repaid,radio/tv,368,unknown,> 7 yrs,4,single male,none,4,building society savings,38,none,own,1,1,1,none,yes,skilled employee
< 0 DM,12,critical,car (new),2122,< 100 DM,1 - 4 yrs,3,single male,none,2,real estate,39,none,rent,2,1,2,none,no,unskilled resident
< 0 DM,24,repaid,furniture,2996,unknown,1 - 4 yrs,2,married male,none,4,other,20,none,own,1,2,1,none,yes,skilled employee
1 - 200 DM,36,repaid,furniture,9034,101 - 500 DM,0 - 1 yrs,4,single male,co-applicant,1,unknown/none,29,none,rent,1,2,1,yes,yes,mangement self-employed
unknown,24,critical,furniture,1585,< 100 DM,4 - 7 yrs,4,single male,none,3,building society savings,40,none,own,2,1,1,none,yes,skilled employee
1 - 200 DM,18,repaid,radio/tv,1301,< 100 DM,> 7 yrs,4,married male,guarantor,2,real estate,32,none,own,1,1,1,none,yes,unskilled resident
> 200 DM,6,critical,car (new),1323,101 - 500 DM,> 7 yrs,2,divorced male,none,4,other,28,none,own,2,1,2,yes,yes,skilled employee
< 0 DM,24,repaid,car (new),3123,< 100 DM,0 - 1 yrs,4,female,none,1,building society savings,27,none,own,1,2,1,none,yes,skilled employee
< 0 DM,36,repaid,car (used),5493,< 100 DM,> 7 yrs,2,single male,none,4,unknown/none,42,none,for free,1,1,2,none,yes,skilled employee
> 200 DM,9,repaid,radio/tv,1126,101 - 500 DM,> 7 yrs,2,divorced male,none,4,real estate,49,none,own,1,1,1,none,yes,skilled employee
1 - 200 DM,24,critical,radio/tv,1216,101 - 500 DM,0 - 1 yrs,4,single male,none,4,unknown/none,38,bank,own,2,2,2,none,yes,skilled employee
< 0 DM,24,repaid,car (new),1207,< 100 DM,0 - 1 yrs,4,female,none,4,building society savings,24,none,rent,1,2,1,none,yes,skilled employee
unknown,10,repaid,car (new),1309,unknown,1 - 4 yrs,4,single male,guarantor,4,building society savings,27,none,own,1,2,1,none,yes,unskilled resident
> 200 DM,15,critical,car (used),2360,501 - 1000 DM,1 - 4 yrs,2,single male,none,2,other,36,none,own,1,1,1,yes,yes,skilled employee
1 - 200 DM,15,fully repaid this bank,car (new),6850,101 - 500 DM,unemployed,1,single male,none,2,building society savings,34,none,own,1,2,2,yes,yes,mangement self-employed
unknown,24,repaid,radio/tv,1413,< 100 DM,1 - 4 yrs,4,married male,none,2,building society savings,28,none,own,1,1,1,none,yes,skilled employee
unknown,39,repaid,car (used),8588,101 - 500 DM,> 7 yrs,4,single male,none,2,other,45,none,own,1,1,1,yes,yes,mangement self-employed
< 0 DM,12,repaid,car (new),759,< 100 DM,4 - 7 yrs,4,single male,none,2,real estate,26,none,own,1,2,1,none,yes,skilled employee
unknown,36,repaid,car (used),4686,< 100 DM,1 - 4 yrs,2,single male,none,2,unknown/none,32,none,for free,1,1,1,yes,yes,mangement self-employed
> 200 DM,15,repaid,business,2687,< 100 DM,4 - 7 yrs,2,single male,none,4,building society savings,26,none,rent,1,1,1,yes,yes,skilled employee
1 - 200 DM,12,delayed,radio/tv,585,< 100 DM,1 - 4 yrs,4,married male,co-applicant,4,real estate,20,none,rent,2,1,1,none,yes,skilled employee
unknown,24,repaid,car (new),2255,unknown,0 - 1 yrs,4,single male,none,1,building society savings,54,none,own,1,1,1,none,yes,skilled employee
< 0 DM,6,critical,car (new),609,< 100 DM,4 - 7 yrs,4,female,none,3,building society savings,37,none,own,2,1,1,none,no,skilled employee
< 0 DM,6,critical,car (new),1361,< 100 DM,0 - 1 yrs,2,single male,none,4,real estate,40,none,own,1,1,2,none,no,unskilled resident
unknown,36,critical,furniture,7127,< 100 DM,0 - 1 yrs,2,female,none,4,building society savings,23,none,rent,2,2,1,yes,yes,skilled employee
< 0 DM,6,repaid,car (new),1203,101 - 500 DM,> 7 yrs,3,single male,none,2,building society savings,43,none,own,1,1,1,yes,yes,skilled employee
unknown,6,critical,radio/tv,700,unknown,> 7 yrs,4,single male,none,4,unknown/none,36,none,for free,2,1,1,none,yes,skilled employee
unknown,24,critical,repairs,5507,< 100 DM,> 7 yrs,3,single male,none,4,unknown/none,44,none,for free,2,1,1,none,yes,skilled employee
< 0 DM,18,repaid,radio/tv,3190,< 100 DM,1 - 4 yrs,2,female,none,2,real estate,24,none,own,1,2,1,none,yes,skilled employee
< 0 DM,48,fully repaid,furniture,7119,< 100 DM,1 - 4 yrs,3,single male,none,4,unknown/none,53,none,for free,2,2,2,none,yes,skilled employee
unknown,24,repaid,car (used),3488,101 - 500 DM,4 - 7 yrs,3,female,none,4,other,23,none,own,1,1,1,none,yes,skilled employee
1 - 200 DM,18,repaid,radio/tv,1113,< 100 DM,1 - 4 yrs,4,female,guarantor,4,real estate,26,none,own,1,1,2,none,yes,unskilled resident
1 - 200 DM,26,repaid,car (used),7966,< 100 DM,0 - 1 yrs,2,single male,none,3,other,30,none,own,2,1,1,none,yes,skilled employee
unknown,15,critical,education,1532,101 - 500 DM,1 - 4 yrs,4,female,none,3,other,31,none,own,1,1,1,none,yes,skilled employee
unknown,4,critical,radio/tv,1503,< 100 DM,4 - 7 yrs,2,single male,none,1,real estate,42,none,own,2,1,2,none,yes,unskilled resident
< 0 DM,36,repaid,radio/tv,2302,< 100 DM,1 - 4 yrs,4,divorced male,none,4,other,31,none,rent,1,2,1,none,yes,skilled employee
< 0 DM,6,repaid,car (new),662,< 100 DM,0 - 1 yrs,3,single male,none,4,real estate,41,none,own,1,1,2,yes,yes,unskilled resident
1 - 200 DM,36,repaid,education,2273,< 100 DM,4 - 7 yrs,3,single male,none,1,other,32,none,own,2,1,2,none,yes,skilled employee
1 - 200 DM,15,repaid,car (new),2631,101 - 500 DM,1 - 4 yrs,2,female,none,4,other,28,none,rent,2,2,1,yes,yes,skilled employee
unknown,12,delayed,car (used),1503,< 100 DM,1 - 4 yrs,4,married male,none,4,real estate,41,none,rent,1,1,1,none,yes,skilled employee
unknown,24,repaid,radio/tv,1311,101 - 500 DM,4 - 7 yrs,4,married male,none,3,building society savings,26,none,own,1,1,1,yes,yes,skilled employee
unknown,24,repaid,radio/tv,3105,unknown,0 - 1 yrs,4,single male,none,2,other,25,none,own,2,1,1,none,yes,skilled employee
> 200 DM,21,critical,education,2319,< 100 DM,0 - 1 yrs,2,divorced male,none,1,other,33,none,rent,1,2,1,none,yes,skilled employee
< 0 DM,6,repaid,car (new),1374,unknown,unemployed,4,female,none,3,building society savings,75,none,own,1,1,1,yes,yes,mangement self-employed
1 - 200 DM,18,critical,furniture,3612,< 100 DM,> 7 yrs,3,female,none,4,building society savings,37,none,own,1,1,1,yes,yes,skilled employee
< 0 DM,48,repaid,car (new),7763,< 100 DM,> 7 yrs,4,single male,none,4,unknown/none,42,bank,for free,1,2,1,none,yes,mangement self-employed
> 200 DM,18,repaid,furniture,3049,< 100 DM,0 - 1 yrs,1,female,none,1,building society savings,45,stores,own,1,1,1,none,yes,unskilled resident
1 - 200 DM,12,repaid,radio/tv,1534,< 100 DM,0 - 1 yrs,1,married male,none,1,real estate,23,none,rent,1,2,1,none,yes,skilled employee
unknown,24,delayed,car (new),2032,< 100 DM,> 7 yrs,4,single male,none,4,unknown/none,60,none,for free,2,1,1,yes,yes,skilled employee
< 0 DM,30,repaid,furniture,6350,unknown,> 7 yrs,4,single male,none,4,building society savings,31,none,own,1,2,1,none,yes,skilled employee
> 200 DM,18,repaid,furniture,2864,< 100 DM,1 - 4 yrs,2,single male,none,1,real estate,34,none,own,1,2,2,none,yes,unskilled resident
unknown,12,critical,car (new),1255,< 100 DM,> 7 yrs,4,single male,none,4,real estate,61,none,own,2,1,1,none,yes,unskilled resident
< 0 DM,24,delayed,car (new),1333,< 100 DM,unemployed,4,single male,none,2,real estate,43,none,for free,2,2,2,none,yes,skilled employee
unknown,24,critical,car (new),2022,< 100 DM,1 - 4 yrs,4,female,none,4,other,37,none,own,1,1,1,yes,yes,skilled employee
unknown,24,repaid,radio/tv,1552,< 100 DM,4 - 7 yrs,3,single male,none,1,other,32,bank,own,1,1,2,none,yes,skilled employee
< 0 DM,12,fully repaid this bank,radio/tv,626,< 100 DM,1 - 4 yrs,4,female,none,4,real estate,24,bank,own,1,2,1,none,yes,unskilled resident
unknown,48,critical,car (used),8858,unknown,4 - 7 yrs,2,single male,none,1,unknown/none,35,none,for free,2,1,1,yes,yes,skilled employee
unknown,12,critical,repairs,996,unknown,4 - 7 yrs,4,female,none,4,real estate,23,none,own,2,1,1,none,yes,skilled employee
unknown,6,fully repaid this bank,radio/tv,1750,501 - 1000 DM,> 7 yrs,2,single male,none,4,building society savings,45,bank,own,1,1,2,none,yes,unskilled resident
< 0 DM,48,repaid,radio/tv,6999,< 100 DM,4 - 7 yrs,1,married male,guarantor,1,real estate,34,none,own,2,2,1,yes,yes,skilled employee
1 - 200 DM,12,critical,car (new),1995,101 - 500 DM,0 - 1 yrs,4,single male,none,1,other,27,none,own,1,1,1,none,yes,skilled employee
1 - 200 DM,9,repaid,education,1199,< 100 DM,4 - 7 yrs,4,female,none,4,building society savings,67,none,own,2,1,1,yes,yes,mangement self-employed
1 - 200 DM,12,repaid,radio/tv,1331,< 100 DM,0 - 1 yrs,2,single male,none,1,other,22,stores,own,1,2,1,none,yes,skilled employee
1 - 200 DM,18,fully repaid,car (new),2278,101 - 500 DM,0 - 1 yrs,3,female,none,3,other,28,none,own,2,2,1,none,yes,skilled employee
unknown,21,fully repaid,car (new),5003,unknown,1 - 4 yrs,1,female,none,4,building society savings,29,bank,own,2,2,1,yes,yes,skilled employee
< 0 DM,24,fully repaid this bank,furniture,3552,< 100 DM,4 - 7 yrs,3,single male,none,4,other,27,bank,own,1,2,1,none,yes,skilled employee
1 - 200 DM,18,critical,furniture,1928,< 100 DM,0 - 1 yrs,2,single male,none,2,real estate,31,none,own,2,2,1,none,yes,unskilled resident
< 0 DM,24,repaid,car (used),2964,unknown,> 7 yrs,4,single male,none,4,unknown/none,49,bank,for free,1,1,2,yes,yes,skilled employee
< 0 DM,24,fully repaid this bank,radio/tv,1546,< 100 DM,4 - 7 yrs,4,single male,guarantor,4,other,24,bank,rent,1,2,1,none,yes,unskilled resident
> 200 DM,6,delayed,radio/tv,683,< 100 DM,0 - 1 yrs,2,female,none,1,building society savings,29,bank,own,1,1,1,none,yes,skilled employee
1 - 200 DM,36,repaid,car (new),12389,unknown,1 - 4 yrs,1,single male,none,4,unknown/none,37,none,for free,1,2,1,yes,yes,skilled employee
1 - 200 DM,24,delayed,business,4712,unknown,1 - 4 yrs,4,single male,none,2,building society savings,37,bank,own,2,1,1,yes,yes,mangement self-employed
1 - 200 DM,24,delayed,radio/tv,1553,101 - 500 DM,4 - 7 yrs,3,female,none,2,building society savings,23,none,rent,2,1,1,yes,yes,skilled employee
< 0 DM,12,repaid,car (new),1372,< 100 DM,4 - 7 yrs,2,divorced male,none,3,other,36,none,own,1,2,1,none,yes,skilled employee
unknown,24,critical,radio/tv,2578,> 1000 DM,> 7 yrs,2,single male,none,2,other,34,none,own,1,1,1,none,yes,skilled employee
1 - 200 DM,48,repaid,radio/tv,3979,unknown,4 - 7 yrs,4,single male,none,1,other,41,none,own,2,1,2,yes,yes,skilled employee
< 0 DM,48,repaid,radio/tv,6758,< 100 DM,1 - 4 yrs,3,female,none,2,other,31,none,own,1,2,1,yes,yes,skilled employee
< 0 DM,24,repaid,furniture,3234,< 100 DM,0 - 1 yrs,4,female,none,4,real estate,23,none,rent,1,2,1,yes,yes,unskilled resident
unknown,30,critical,radio/tv,5954,< 100 DM,4 - 7 yrs,3,single male,co-applicant,2,other,38,none,own,1,1,1,none,yes,skilled employee
unknown,24,repaid,car (used),5433,unknown,unemployed,2,female,none,4,building society savings,26,none,rent,1,1,1,yes,yes,mangement self-employed
< 0 DM,15,repaid,business,806,< 100 DM,1 - 4 yrs,4,female,none,4,building society savings,22,none,own,1,1,1,none,yes,unskilled resident
1 - 200 DM,9,repaid,radio/tv,1082,< 100 DM,> 7 yrs,4,single male,none,4,other,27,none,own,2,1,1,none,yes,unskilled resident
unknown,15,critical,furniture,2788,< 100 DM,4 - 7 yrs,2,female,co-applicant,3,other,24,bank,own,2,1,1,none,yes,skilled employee
1 - 200 DM,12,repaid,radio/tv,2930,< 100 DM,4 - 7 yrs,2,female,none,1,real estate,27,none,own,1,1,1,none,yes,skilled employee
unknown,24,critical,education,1927,unknown,1 - 4 yrs,3,female,none,2,other,33,none,own,2,1,1,yes,yes,skilled employee
1 - 200 DM,36,critical,car (new),2820,< 100 DM,0 - 1 yrs,4,divorced male,none,4,other,27,none,own,2,2,1,none,yes,skilled employee
unknown,24,repaid,retraining,937,< 100 DM,0 - 1 yrs,4,married male,none,3,other,27,none,own,2,1,1,none,yes,unskilled resident
1 - 200 DM,18,critical,car (new),1056,< 100 DM,> 7 yrs,3,single male,guarantor,3,real estate,30,bank,own,2,2,1,none,yes,skilled employee
1 - 200 DM,12,critical,car (new),3124,< 100 DM,0 - 1 yrs,1,single male,none,3,real estate,49,bank,own,2,1,2,none,yes,unskilled resident
unknown,9,repaid,furniture,1388,< 100 DM,1 - 4 yrs,4,female,none,2,real estate,26,none,rent,1,1,1,none,yes,skilled employee
1 - 200 DM,36,repaid,repairs,2384,< 100 DM,0 - 1 yrs,4,single male,none,1,unknown/none,33,none,rent,1,2,1,none,yes,unskilled resident
unknown,12,repaid,car (new),2133,unknown,> 7 yrs,4,female,none,4,unknown/none,52,none,for free,1,1,1,yes,yes,mangement self-employed
< 0 DM,18,repaid,furniture,2039,< 100 DM,1 - 4 yrs,1,female,none,4,real estate,20,bank,rent,1,2,1,none,yes,skilled employee
< 0 DM,9,critical,car (new),2799,< 100 DM,1 - 4 yrs,2,single male,none,2,real estate,36,none,rent,2,1,2,none,yes,skilled employee
< 0 DM,12,repaid,furniture,1289,< 100 DM,1 - 4 yrs,4,single male,guarantor,1,building society savings,21,none,own,1,1,1,none,yes,unskilled resident
< 0 DM,18,repaid,domestic appliances,1217,< 100 DM,1 - 4 yrs,4,married male,none,3,real estate,47,none,own,1,2,1,yes,yes,unskilled resident
< 0 DM,12,critical,furniture,2246,< 100 DM,> 7 yrs,3,single male,none,3,building society savings,60,none,own,2,2,1,none,yes,skilled employee
< 0 DM,12,critical,radio/tv,385,< 100 DM,4 - 7 yrs,4,female,none,3,real estate,58,none,own,4,1,1,yes,yes,unskilled resident
1 - 200 DM,24,delayed,car (new),1965,unknown,1 - 4 yrs,4,female,none,4,other,42,none,rent,2,1,1,yes,yes,skilled employee
unknown,21,repaid,business,1572,> 1000 DM,> 7 yrs,4,female,none,4,real estate,36,bank,own,1,1,1,none,yes,unskilled resident
1 - 200 DM,24,repaid,car (new),2718,< 100 DM,1 - 4 yrs,3,female,none,4,building society savings,20,none,rent,1,2,1,yes,yes,unskilled resident
< 0 DM,24,fully repaid this bank,others,1358,unknown,> 7 yrs,4,single male,none,3,other,40,stores,own,1,2,1,yes,yes,mangement self-employed
1 - 200 DM,6,fully repaid this bank,car (new),931,101 - 500 DM,0 - 1 yrs,1,female,none,1,building society savings,32,stores,own,1,2,1,none,yes,unskilled resident
< 0 DM,24,repaid,car (new),1442,< 100 DM,4 - 7 yrs,4,female,none,4,other,23,none,rent,2,2,1,none,yes,skilled employee
1 - 200 DM,24,fully repaid,business,4241,< 100 DM,1 - 4 yrs,1,single male,none,4,real estate,36,none,own,3,2,1,yes,yes,unskilled resident
unknown,18,critical,car (new),2775,< 100 DM,4 - 7 yrs,2,single male,none,2,building society savings,31,bank,own,2,2,1,none,yes,skilled employee
unknown,24,delayed,business,3863,< 100 DM,1 - 4 yrs,1,single male,none,2,unknown/none,32,none,for free,1,1,1,none,yes,skilled employee
1 - 200 DM,7,repaid,radio/tv,2329,< 100 DM,0 - 1 yrs,1,female,guarantor,1,real estate,45,none,own,1,1,1,none,yes,skilled employee
1 - 200 DM,9,repaid,furniture,918,< 100 DM,1 - 4 yrs,4,female,none,1,building society savings,30,none,own,1,2,1,none,yes,skilled employee
1 - 200 DM,24,fully repaid this bank,education,1837,< 100 DM,4 - 7 yrs,4,female,none,4,unknown/none,34,bank,for free,1,2,1,none,yes,unskilled resident
unknown,36,repaid,furniture,3349,< 100 DM,1 - 4 yrs,4,female,none,2,other,28,none,own,1,2,1,yes,yes,mangement self-employed
> 200 DM,10,repaid,furniture,1275,< 100 DM,0 - 1 yrs,4,female,none,2,building society savings,23,none,own,1,1,1,none,yes,skilled employee
< 0 DM,24,fully repaid this bank,furniture,2828,501 - 1000 DM,1 - 4 yrs,4,single male,none,4,real estate,22,stores,own,1,1,1,yes,yes,skilled employee
unknown,24,critical,business,4526,< 100 DM,1 - 4 yrs,3,single male,none,2,real estate,74,none,own,1,1,1,yes,yes,mangement self-employed
1 - 200 DM,36,repaid,radio/tv,2671,101 - 500 DM,1 - 4 yrs,4,female,co-applicant,4,unknown/none,50,none,for free,1,2,1,none,yes,skilled employee
unknown,18,repaid,radio/tv,2051,< 100 DM,0 - 1 yrs,4,single male,none,1,real estate,33,none,own,1,1,1,none,yes,skilled employee
unknown,15,repaid,car (used),1300,unknown,> 7 yrs,4,single male,none,4,unknown/none,45,bank,for free,1,1,2,none,yes,skilled employee
< 0 DM,12,repaid,domestic appliances,741,101 - 500 DM,unemployed,4,female,none,3,building society savings,22,none,own,1,2,1,none,yes,skilled employee
> 200 DM,10,repaid,car (new),1240,101 - 500 DM,> 7 yrs,1,female,none,4,unknown/none,48,none,for free,1,2,2,none,yes,unskilled resident
< 0 DM,21,repaid,radio/tv,3357,> 1000 DM,0 - 1 yrs,4,female,none,2,other,29,bank,own,1,1,1,none,yes,skilled employee
< 0 DM,24,fully repaid this bank,car (used),3632,< 100 DM,1 - 4 yrs,1,female,guarantor,4,other,22,bank,rent,1,1,1,none,no,skilled employee
unknown,18,delayed,furniture,1808,< 100 DM,4 - 7 yrs,4,female,none,1,real estate,22,none,own,1,2,1,none,yes,skilled employee
1 - 200 DM,48,fully repaid,business,12204,unknown,1 - 4 yrs,2,single male,none,2,other,48,bank,own,1,1,1,yes,yes,mangement self-employed
1 - 200 DM,60,delayed,radio/tv,9157,unknown,1 - 4 yrs,2,single male,none,2,unknown/none,27,none,for free,1,1,1,none,yes,mangement self-employed
< 0 DM,6,critical,car (new),3676,< 100 DM,1 - 4 yrs,1,single male,none,3,real estate,37,none,rent,3,1,2,none,yes,skilled employee
1 - 200 DM,30,repaid,furniture,3441,101 - 500 DM,1 - 4 yrs,2,female,co-applicant,4,other,21,none,rent,1,2,1,none,yes,skilled employee
unknown,12,repaid,car (new),640,< 100 DM,1 - 4 yrs,4,divorced male,none,2,real estate,49,none,own,1,1,1,none,yes,unskilled resident
1 - 200 DM,21,critical,business,3652,< 100 DM,4 - 7 yrs,2,single male,none,3,building society savings,27,none,own,2,1,1,none,yes,skilled employee
unknown,18,critical,car (new),1530,< 100 DM,1 - 4 yrs,3,single male,none,2,building society savings,32,bank,own,2,2,1,none,yes,skilled employee
unknown,48,repaid,business,3914,unknown,1 - 4 yrs,4,divorced male,none,2,real estate,38,bank,own,1,2,1,none,yes,skilled employee
< 0 DM,12,repaid,furniture,1858,< 100 DM,0 - 1 yrs,4,female,none,1,other,22,none,rent,1,1,1,none,yes,skilled employee
< 0 DM,18,repaid,radio/tv,2600,< 100 DM,1 - 4 yrs,4,single male,none,4,unknown/none,65,none,for free,2,2,1,none,yes,skilled employee
unknown,15,repaid,radio/tv,1979,unknown,> 7 yrs,4,single male,none,2,other,35,none,own,1,1,1,none,yes,skilled employee
> 200 DM,6,repaid,furniture,2116,< 100 DM,1 - 4 yrs,2,single male,none,2,real estate,41,none,own,1,1,1,yes,yes,skilled employee
1 - 200 DM,9,fully repaid this bank,car (new),1437,101 - 500 DM,4 - 7 yrs,2,single male,none,3,unknown/none,29,none,own,1,2,1,none,yes,skilled employee
unknown,42,critical,furniture,4042,501 - 1000 DM,1 - 4 yrs,4,single male,none,4,real estate,36,none,own,2,1,1,yes,yes,skilled employee
unknown,9,repaid,education,3832,unknown,> 7 yrs,1,single male,none,4,real estate,64,none,own,1,1,1,none,yes,unskilled resident
< 0 DM,24,repaid,radio/tv,3660,< 100 DM,1 - 4 yrs,2,female,none,4,other,28,none,own,1,1,1,none,yes,skilled employee
< 0 DM,18,fully repaid this bank,furniture,1553,< 100 DM,1 - 4 yrs,4,single male,none,3,other,44,bank,own,1,2,1,none,yes,skilled employee
1 - 200 DM,15,repaid,radio/tv,1444,unknown,0 - 1 yrs,4,single male,none,1,building society savings,23,none,own,1,1,1,none,yes,skilled employee
unknown,9,repaid,furniture,1980,< 100 DM,0 - 1 yrs,2,female,co-applicant,2,other,19,none,rent,2,2,1,none,yes,skilled employee
1 - 200 DM,24,repaid,car (new),1355,< 100 DM,0 - 1 yrs,3,female,none,4,other,25,none,own,1,2,1,yes,yes,unskilled resident
unknown,12,repaid,education,1393,< 100 DM,> 7 yrs,4,single male,none,4,building society savings,47,bank,own,3,1,2,yes,yes,skilled employee
unknown,24,repaid,radio/tv,1376,501 - 1000 DM,4 - 7 yrs,4,female,none,1,other,28,none,own,1,1,1,none,yes,skilled employee
unknown,60,delayed,radio/tv,15653,< 100 DM,4 - 7 yrs,2,single male,none,4,other,21,none,own,2,1,1,yes,yes,skilled employee
unknown,12,repaid,radio/tv,1493,< 100 DM,0 - 1 yrs,4,female,none,3,other,34,none,own,1,1,2,none,yes,skilled employee
< 0 DM,42,delayed,radio/tv,4370,< 100 DM,4 - 7 yrs,3,single male,none,2,building society savings,26,bank,own,2,2,2,yes,yes,skilled employee
< 0 DM,18,repaid,education,750,< 100 DM,unemployed,4,female,none,1,real estate,27,none,own,1,2,1,none,yes,unemployed non-resident
1 - 200 DM,15,repaid,repairs,1308,< 100 DM,> 7 yrs,4,single male,none,4,other,38,none,own,2,1,1,none,yes,unskilled resident
unknown,15,repaid,education,4623,101 - 500 DM,1 - 4 yrs,3,single male,none,2,building society savings,40,none,own,1,2,1,yes,yes,mangement self-employed
unknown,24,critical,radio/tv,1851,< 100 DM,4 - 7 yrs,4,married male,guarantor,2,other,33,none,own,2,1,1,yes,yes,skilled employee
< 0 DM,18,critical,radio/tv,1880,< 100 DM,4 - 7 yrs,4,married male,none,1,building society savings,32,none,own,2,1,1,yes,yes,mangement self-employed
unknown,36,delayed,business,7980,unknown,0 - 1 yrs,4,single male,none,4,other,27,none,rent,2,2,1,yes,yes,skilled employee
< 0 DM,30,fully repaid,furniture,4583,< 100 DM,1 - 4 yrs,2,divorced male,guarantor,2,real estate,32,none,own,2,1,1,none,yes,skilled employee
unknown,12,repaid,car (new),1386,501 - 1000 DM,1 - 4 yrs,2,female,none,2,building society savings,26,none,own,1,2,1,none,yes,skilled employee
> 200 DM,24,repaid,car (new),947,< 100 DM,4 - 7 yrs,4,single male,none,3,unknown/none,38,bank,for free,1,2,2,none,yes,skilled employee
< 0 DM,12,repaid,education,684,< 100 DM,1 - 4 yrs,4,single male,none,4,other,40,none,rent,1,2,2,none,yes,unskilled resident
< 0 DM,48,repaid,education,7476,< 100 DM,4 - 7 yrs,4,single male,none,1,unknown/none,50,none,for free,1,1,1,yes,yes,mangement self-employed
1 - 200 DM,12,repaid,furniture,1922,< 100 DM,1 - 4 yrs,4,single male,none,2,building society savings,37,none,own,1,2,1,none,yes,unskilled resident
< 0 DM,24,repaid,car (new),2303,< 100 DM,> 7 yrs,4,single male,co-applicant,1,real estate,45,none,own,1,2,1,none,yes,skilled employee
1 - 200 DM,36,delayed,car (new),8086,101 - 500 DM,> 7 yrs,2,single male,none,4,other,42,none,own,4,2,1,yes,yes,mangement self-employed
unknown,24,critical,car (used),2346,< 100 DM,4 - 7 yrs,4,single male,none,3,other,35,none,own,2,1,1,yes,yes,skilled employee
< 0 DM,14,repaid,car (new),3973,< 100 DM,unemployed,1,single male,none,4,unknown/none,22,none,for free,1,1,1,none,yes,skilled employee
1 - 200 DM,12,repaid,car (new),888,< 100 DM,> 7 yrs,4,single male,none,4,other,41,bank,own,1,2,2,none,yes,unskilled resident
unknown,48,repaid,radio/tv,10222,unknown,4 - 7 yrs,4,single male,none,3,other,37,stores,own,1,1,1,yes,yes,skilled employee
1 - 200 DM,30,fully repaid,business,4221,< 100 DM,1 - 4 yrs,2,female,none,1,other,28,none,own,2,1,1,none,yes,skilled employee
1 - 200 DM,18,critical,furniture,6361,< 100 DM,> 7 yrs,2,single male,none,1,unknown/none,41,none,own,1,1,1,yes,yes,skilled employee
> 200 DM,12,repaid,radio/tv,1297,< 100 DM,1 - 4 yrs,3,married male,none,4,real estate,23,none,rent,1,1,1,none,yes,skilled employee
< 0 DM,12,repaid,car (new),900,unknown,1 - 4 yrs,4,married male,none,2,other,23,none,own,1,2,1,none,yes,skilled employee
unknown,21,repaid,furniture,2241,< 100 DM,> 7 yrs,4,single male,none,2,real estate,50,none,own,2,1,1,none,yes,skilled employee
1 - 200 DM,6,delayed,furniture,1050,< 100 DM,unemployed,4,single male,none,1,building society savings,35,stores,own,2,1,1,yes,yes,mangement self-employed
> 200 DM,6,critical,education,1047,< 100 DM,1 - 4 yrs,2,female,none,4,building society savings,50,none,own,1,1,1,none,yes,unskilled resident
unknown,24,critical,others,6314,< 100 DM,unemployed,4,single male,co-applicant,2,unknown/none,27,bank,own,2,1,1,yes,yes,mangement self-employed
1 - 200 DM,30,fully repaid this bank,furniture,3496,> 1000 DM,1 - 4 yrs,4,single male,none,2,other,34,stores,own,1,1,2,yes,yes,skilled employee
unknown,48,fully repaid this bank,business,3609,< 100 DM,1 - 4 yrs,1,female,none,1,real estate,27,stores,own,1,1,1,none,yes,skilled employee
< 0 DM,12,critical,car (new),4843,< 100 DM,> 7 yrs,3,single male,co-applicant,4,building society savings,43,none,rent,2,2,1,yes,yes,skilled employee
> 200 DM,30,critical,radio/tv,3017,< 100 DM,> 7 yrs,4,single male,none,4,building society savings,47,none,own,1,1,1,none,yes,skilled employee
unknown,24,critical,business,4139,101 - 500 DM,1 - 4 yrs,3,single male,none,3,building society savings,27,none,own,2,1,1,yes,yes,unskilled resident
unknown,36,repaid,business,5742,101 - 500 DM,4 - 7 yrs,2,single male,none,2,other,31,none,own,2,1,1,yes,yes,skilled employee
unknown,60,repaid,car (new),10366,< 100 DM,> 7 yrs,2,single male,none,4,building society savings,42,none,own,1,1,1,yes,yes,mangement self-employed
unknown,6,critical,car (new),2080,501 - 1000 DM,1 - 4 yrs,1,married male,none,2,other,24,none,own,1,1,1,none,yes,skilled employee
unknown,21,delayed,business,2580,501 - 1000 DM,0 - 1 yrs,4,single male,none,2,real estate,41,bank,own,1,2,2,none,yes,unskilled resident
unknown,30,critical,radio/tv,4530,< 100 DM,4 - 7 yrs,4,female,none,4,other,26,none,rent,1,1,1,yes,yes,mangement self-employed
unknown,24,critical,furniture,5150,< 100 DM,> 7 yrs,4,single male,none,4,other,33,none,own,1,1,1,yes,yes,skilled employee
1 - 200 DM,72,repaid,radio/tv,5595,101 - 500 DM,1 - 4 yrs,2,married male,none,2,other,24,none,own,1,2,1,none,yes,skilled employee
< 0 DM,24,repaid,radio/tv,2384,< 100 DM,> 7 yrs,4,single male,none,4,real estate,64,bank,rent,1,1,1,none,yes,unskilled resident
unknown,18,repaid,radio/tv,1453,< 100 DM,0 - 1 yrs,3,female,none,1,real estate,26,none,own,1,1,1,none,yes,skilled employee
unknown,6,repaid,education,1538,< 100 DM,0 - 1 yrs,1,female,none,2,unknown/none,56,none,own,1,1,1,none,yes,skilled employee
unknown,12,repaid,radio/tv,2279,unknown,1 - 4 yrs,4,single male,none,4,unknown/none,37,none,for free,1,1,1,yes,yes,skilled employee
unknown,15,delayed,radio/tv,1478,< 100 DM,1 - 4 yrs,4,married male,none,3,real estate,33,bank,own,2,1,1,none,yes,skilled employee
unknown,24,critical,radio/tv,5103,< 100 DM,0 - 1 yrs,3,married male,none,3,unknown/none,47,none,for free,3,1,1,yes,yes,skilled employee
1 - 200 DM,36,delayed,business,9857,101 - 500 DM,4 - 7 yrs,1,single male,none,3,building society savings,31,none,own,2,1,2,yes,yes,unskilled resident
unknown,60,repaid,car (new),6527,unknown,1 - 4 yrs,4,single male,none,4,unknown/none,34,none,for free,1,1,2,yes,yes,skilled employee
> 200 DM,10,critical,radio/tv,1347,unknown,4 - 7 yrs,4,single male,none,2,building society savings,27,none,own,2,1,1,yes,yes,skilled employee
1 - 200 DM,36,delayed,car (new),2862,101 - 500 DM,> 7 yrs,4,single male,none,3,unknown/none,30,none,for free,1,1,1,none,yes,skilled employee
unknown,9,repaid,radio/tv,2753,101 - 500 DM,> 7 yrs,3,single male,co-applicant,4,other,35,none,own,1,1,1,yes,yes,skilled employee
< 0 DM,12,repaid,car (new),3651,> 1000 DM,1 - 4 yrs,1,single male,none,3,building society savings,31,none,own,1,1,2,none,yes,skilled employee
< 0 DM,15,critical,furniture,975,< 100 DM,1 - 4 yrs,2,divorced male,none,3,building society savings,25,none,own,2,1,1,none,yes,skilled employee
1 - 200 DM,15,repaid,repairs,2631,101 - 500 DM,1 - 4 yrs,3,female,none,2,real estate,25,none,own,1,1,1,none,yes,unskilled resident
1 - 200 DM,24,repaid,radio/tv,2896,101 - 500 DM,0 - 1 yrs,2,single male,none,1,other,29,none,own,1,1,1,none,yes,skilled employee
< 0 DM,6,critical,car (new),4716,unknown,0 - 1 yrs,1,single male,none,3,real estate,44,none,own,2,1,2,none,yes,unskilled resident
unknown,24,repaid,radio/tv,2284,< 100 DM,4 - 7 yrs,4,single male,none,2,other,28,none,own,1,1,1,yes,yes,skilled employee
unknown,6,repaid,car (used),1236,501 - 1000 DM,1 - 4 yrs,2,single male,none,4,building society savings,50,none,rent,1,1,1,none,yes,skilled employee
1 - 200 DM,12,repaid,radio/tv,1103,< 100 DM,4 - 7 yrs,4,single male,guarantor,3,real estate,29,none,own,2,1,1,none,no,skilled employee
unknown,12,critical,car (new),926,< 100 DM,unemployed,1,female,none,2,building society savings,38,none,own,1,1,1,none,yes,unemployed non-resident
unknown,18,critical,radio/tv,1800,< 100 DM,1 - 4 yrs,4,single male,none,2,other,24,none,own,2,1,1,none,yes,skilled employee
> 200 DM,15,repaid,education,1905,< 100 DM,> 7 yrs,4,single male,none,4,other,40,none,rent,1,1,1,yes,yes,mangement self-employed
unknown,12,repaid,furniture,1123,501 - 1000 DM,1 - 4 yrs,4,female,none,4,other,29,none,rent,1,2,1,none,yes,unskilled resident
< 0 DM,48,critical,car (used),6331,< 100 DM,> 7 yrs,4,single male,none,4,unknown/none,46,none,for free,2,2,1,yes,yes,skilled employee
> 200 DM,24,repaid,radio/tv,1377,101 - 500 DM,> 7 yrs,4,female,none,2,unknown/none,47,none,for free,1,1,1,yes,yes,skilled employee
1 - 200 DM,30,delayed,business,2503,101 - 500 DM,> 7 yrs,4,single male,none,2,building society savings,41,stores,own,2,1,1,none,yes,skilled employee
1 - 200 DM,27,repaid,business,2528,< 100 DM,0 - 1 yrs,4,female,none,1,building society savings,32,none,own,1,1,2,yes,yes,skilled employee
unknown,15,repaid,car (new),5324,501 - 1000 DM,> 7 yrs,1,female,none,4,unknown/none,35,none,for free,1,1,1,none,yes,skilled employee
1 - 200 DM,48,repaid,car (new),6560,101 - 500 DM,4 - 7 yrs,3,single male,none,2,building society savings,24,none,own,1,2,1,none,yes,skilled employee
1 - 200 DM,12,fully repaid,furniture,2969,< 100 DM,0 - 1 yrs,4,female,none,3,building society savings,25,none,rent,2,2,1,none,yes,skilled employee
1 - 200 DM,9,repaid,radio/tv,1206,< 100 DM,> 7 yrs,4,female,none,4,real estate,25,none,own,1,1,1,none,yes,skilled employee
1 - 200 DM,9,repaid,radio/tv,2118,< 100 DM,1 - 4 yrs,2,single male,none,2,real estate,37,none,own,1,1,2,none,yes,unskilled resident
unknown,18,critical,radio/tv,629,501 - 1000 DM,> 7 yrs,4,single male,none,3,building society savings,32,bank,own,2,1,1,yes,yes,mangement self-employed
< 0 DM,6,fully repaid this bank,education,1198,< 100 DM,> 7 yrs,4,female,none,4,unknown/none,35,none,for free,1,2,1,none,yes,skilled employee
unknown,21,repaid,car (used),2476,unknown,> 7 yrs,4,single male,none,4,real estate,46,none,own,1,1,1,yes,yes,mangement self-employed
< 0 DM,9,critical,radio/tv,1138,< 100 DM,1 - 4 yrs,4,single male,none,4,real estate,25,none,own,2,1,1,none,yes,unskilled resident
1 - 200 DM,60,repaid,car (new),14027,< 100 DM,4 - 7 yrs,4,single male,none,2,unknown/none,27,none,own,1,2,1,yes,yes,mangement self-employed
unknown,30,critical,car (used),7596,unknown,> 7 yrs,1,single male,none,4,other,63,none,own,2,1,1,none,yes,skilled employee
unknown,30,critical,radio/tv,3077,unknown,> 7 yrs,3,single male,none,2,other,40,none,own,2,1,2,yes,yes,skilled employee
unknown,18,repaid,radio/tv,1505,< 100 DM,1 - 4 yrs,4,single male,none,2,unknown/none,32,none,for free,1,1,1,yes,yes,mangement self-employed
> 200 DM,24,critical,radio/tv,3148,unknown,1 - 4 yrs,3,single male,none,2,other,31,none,own,2,1,1,yes,yes,skilled employee
1 - 200 DM,20,fully repaid,car (used),6148,101 - 500 DM,> 7 yrs,3,married male,none,4,other,31,bank,own,2,1,1,yes,yes,skilled employee
> 200 DM,9,fully repaid,radio/tv,1337,< 100 DM,0 - 1 yrs,4,single male,none,2,other,34,none,own,2,2,1,yes,yes,mangement self-employed
1 - 200 DM,6,fully repaid this bank,education,433,> 1000 DM,0 - 1 yrs,4,female,none,2,building society savings,24,bank,rent,1,2,2,none,yes,skilled employee
< 0 DM,12,repaid,car (new),1228,< 100 DM,1 - 4 yrs,4,female,none,2,real estate,24,none,own,1,2,1,none,yes,unskilled resident
1 - 200 DM,9,repaid,radio/tv,790,501 - 1000 DM,1 - 4 yrs,4,female,none,3,real estate,66,none,own,1,1,1,none,yes,unskilled resident
unknown,27,repaid,car (new),2570,< 100 DM,1 - 4 yrs,3,female,none,3,real estate,21,none,rent,1,2,1,none,yes,skilled employee
unknown,6,critical,car (new),250,> 1000 DM,1 - 4 yrs,2,female,none,2,real estate,41,bank,own,2,1,1,none,yes,unskilled resident
unknown,15,critical,radio/tv,1316,501 - 1000 DM,1 - 4 yrs,2,married male,none,2,building society savings,47,none,own,2,1,1,none,yes,unskilled resident
< 0 DM,18,repaid,radio/tv,1882,< 100 DM,1 - 4 yrs,4,female,none,4,other,25,bank,rent,2,2,1,none,yes,skilled employee
1 - 200 DM,48,fully repaid this bank,business,6416,< 100 DM,> 7 yrs,4,female,none,3,unknown/none,59,none,rent,1,2,1,none,yes,skilled employee
> 200 DM,24,critical,business,1275,> 1000 DM,1 - 4 yrs,2,divorced male,none,4,real estate,36,none,own,2,1,1,yes,yes,skilled employee
1 - 200 DM,24,delayed,radio/tv,6403,< 100 DM,0 - 1 yrs,1,single male,none,2,other,33,none,own,1,1,1,none,yes,skilled employee
< 0 DM,24,repaid,radio/tv,1987,< 100 DM,1 - 4 yrs,2,single male,none,4,real estate,21,none,rent,1,2,2,none,yes,unskilled resident
1 - 200 DM,8,repaid,radio/tv,760,< 100 DM,4 - 7 yrs,4,female,guarantor,2,real estate,44,none,own,1,1,1,none,yes,unskilled resident
unknown,24,repaid,car (used),2603,> 1000 DM,1 - 4 yrs,2,female,none,4,other,28,none,rent,1,1,1,yes,yes,skilled employee
unknown,4,critical,car (new),3380,< 100 DM,4 - 7 yrs,1,female,none,1,real estate,37,none,own,1,1,2,none,yes,skilled employee
1 - 200 DM,36,fully repaid this bank,domestic appliances,3990,unknown,0 - 1 yrs,3,female,none,2,unknown/none,29,bank,own,1,1,1,none,yes,unemployed non-resident
1 - 200 DM,24,repaid,car (used),11560,< 100 DM,1 - 4 yrs,1,female,none,4,other,23,none,rent,2,2,1,none,yes,mangement self-employed
< 0 DM,18,repaid,car (new),4380,101 - 500 DM,1 - 4 yrs,3,single male,none,4,other,35,none,own,1,1,2,yes,yes,unskilled resident
unknown,6,critical,car (new),6761,< 100 DM,4 - 7 yrs,1,single male,none,3,unknown/none,45,none,own,2,1,2,yes,yes,mangement self-employed
1 - 200 DM,30,fully repaid,business,4280,101 - 500 DM,1 - 4 yrs,4,female,none,4,other,26,none,rent,2,2,1,none,yes,unskilled resident
< 0 DM,24,fully repaid this bank,car (new),2325,101 - 500 DM,4 - 7 yrs,2,single male,none,3,other,32,bank,own,1,1,1,none,yes,skilled employee
1 - 200 DM,10,fully repaid this bank,radio/tv,1048,< 100 DM,1 - 4 yrs,4,single male,none,4,real estate,23,stores,own,1,1,1,none,yes,unskilled resident
unknown,21,repaid,radio/tv,3160,unknown,> 7 yrs,4,single male,none,3,building society savings,41,none,own,1,1,1,yes,yes,skilled employee
< 0 DM,24,fully repaid this bank,furniture,2483,501 - 1000 DM,1 - 4 yrs,4,single male,none,4,real estate,22,stores,own,1,1,1,yes,yes,skilled employee
< 0 DM,39,critical,furniture,14179,unknown,4 - 7 yrs,4,single male,none,4,building society savings,30,none,own,2,1,1,yes,yes,mangement self-employed
< 0 DM,13,critical,business,1797,< 100 DM,0 - 1 yrs,3,single male,none,1,building society savings,28,bank,own,2,1,1,none,yes,unskilled resident
< 0 DM,15,repaid,car (new),2511,< 100 DM,unemployed,1,female,none,4,other,23,none,rent,1,1,1,none,yes,skilled employee
< 0 DM,12,repaid,car (new),1274,< 100 DM,0 - 1 yrs,3,female,none,1,real estate,37,none,own,1,2,1,none,yes,unskilled resident
unknown,21,repaid,car (used),5248,unknown,1 - 4 yrs,1,single male,none,3,other,26,none,own,1,1,1,none,yes,skilled employee
unknown,15,repaid,car (used),3029,< 100 DM,4 - 7 yrs,2,single male,none,2,other,33,none,own,1,1,1,none,yes,skilled employee
< 0 DM,6,repaid,furniture,428,< 100 DM,> 7 yrs,2,female,none,1,building society savings,49,bank,own,1,1,1,yes,yes,skilled employee
< 0 DM,18,repaid,car (new),976,< 100 DM,0 - 1 yrs,1,female,none,2,other,23,none,own,1,2,1,none,yes,unskilled resident
1 - 200 DM,12,repaid,business,841,101 - 500 DM,4 - 7 yrs,2,female,none,4,real estate,23,none,rent,1,1,1,none,yes,unskilled resident
unknown,30,critical,radio/tv,5771,< 100 DM,4 - 7 yrs,4,female,none,2,other,25,none,own,2,1,1,none,yes,skilled employee
unknown,12,delayed,repairs,1555,> 1000 DM,> 7 yrs,4,single male,none,4,unknown/none,55,none,for free,2,2,2,none,yes,skilled employee
< 0 DM,24,repaid,car (new),1285,unknown,4 - 7 yrs,4,female,none,4,unknown/none,32,none,rent,1,2,1,none,yes,skilled employee
> 200 DM,6,critical,car (new),1299,< 100 DM,1 - 4 yrs,1,single male,none,1,real estate,74,none,own,3,1,2,none,no,unemployed non-resident
> 200 DM,15,critical,radio/tv,1271,unknown,1 - 4 yrs,3,single male,none,4,unknown/none,39,none,for free,2,2,1,yes,yes,skilled employee
unknown,24,repaid,car (new),1393,< 100 DM,1 - 4 yrs,2,single male,guarantor,2,real estate,31,none,own,1,1,1,yes,yes,skilled employee
< 0 DM,12,critical,car (new),691,< 100 DM,> 7 yrs,4,single male,none,3,building society savings,35,none,own,2,2,1,none,yes,skilled employee
unknown,15,critical,car (new),5045,unknown,> 7 yrs,1,female,none,4,other,59,none,own,1,1,1,yes,yes,skilled employee
< 0 DM,18,critical,furniture,2124,< 100 DM,1 - 4 yrs,4,female,none,4,real estate,24,none,rent,2,2,1,none,yes,skilled employee
< 0 DM,12,repaid,radio/tv,2214,< 100 DM,1 - 4 yrs,4,single male,none,3,building society savings,24,none,own,1,1,1,none,yes,unskilled resident
unknown,21,critical,car (new),12680,unknown,> 7 yrs,4,single male,none,4,unknown/none,30,none,for free,1,2,1,yes,yes,mangement self-employed
unknown,24,critical,car (new),2463,101 - 500 DM,4 - 7 yrs,4,married male,none,3,building society savings,27,none,own,2,1,1,yes,yes,skilled employee
1 - 200 DM,12,repaid,radio/tv,1155,< 100 DM,> 7 yrs,3,married male,guarantor,3,real estate,40,bank,own,2,1,1,none,yes,unskilled resident
< 0 DM,30,repaid,furniture,3108,< 100 DM,0 - 1 yrs,2,divorced male,none,4,building society savings,31,none,own,1,2,1,none,yes,unskilled resident
unknown,10,repaid,car (used),2901,unknown,0 - 1 yrs,1,female,none,4,real estate,31,none,rent,1,1,1,none,yes,skilled employee
1 - 200 DM,12,critical,furniture,3617,< 100 DM,> 7 yrs,1,single male,none,4,other,28,none,rent,3,1,1,yes,yes,skilled employee
unknown,12,critical,radio/tv,1655,< 100 DM,> 7 yrs,2,single male,none,4,real estate,63,none,own,2,1,1,yes,yes,unskilled resident
< 0 DM,24,repaid,car (used),2812,unknown,> 7 yrs,2,female,none,4,real estate,26,none,rent,1,1,1,none,yes,skilled employee
< 0 DM,36,critical,education,8065,< 100 DM,1 - 4 yrs,3,female,none,2,unknown/none,25,none,own,2,2,1,yes,yes,mangement self-employed
unknown,21,critical,car (used),3275,< 100 DM,> 7 yrs,1,single male,none,4,other,36,none,own,1,1,1,yes,yes,mangement self-employed
unknown,24,critical,radio/tv,2223,101 - 500 DM,> 7 yrs,4,single male,none,4,building society savings,52,bank,own,2,1,1,none,yes,skilled employee
> 200 DM,12,critical,car (new),1480,501 - 1000 DM,unemployed,2,single male,none,4,unknown/none,66,bank,for free,3,1,1,none,yes,unemployed non-resident
< 0 DM,24,repaid,car (new),1371,unknown,1 - 4 yrs,4,female,none,4,real estate,25,none,rent,1,2,1,none,yes,skilled employee
unknown,36,critical,car (new),3535,< 100 DM,4 - 7 yrs,4,single male,none,4,other,37,none,own,2,1,1,yes,yes,skilled employee
< 0 DM,18,repaid,radio/tv,3509,< 100 DM,4 - 7 yrs,4,female,guarantor,1,real estate,25,none,own,1,1,1,none,yes,skilled employee
unknown,36,critical,car (used),5711,> 1000 DM,> 7 yrs,4,single male,none,2,other,38,none,own,2,1,1,yes,yes,mangement self-employed
1 - 200 DM,18,repaid,repairs,3872,< 100 DM,unemployed,2,female,none,4,other,67,none,own,1,1,1,yes,yes,skilled employee
1 - 200 DM,39,critical,radio/tv,4933,< 100 DM,4 - 7 yrs,2,single male,guarantor,2,real estate,25,none,own,2,2,1,none,yes,skilled employee
unknown,24,critical,car (new),1940,> 1000 DM,> 7 yrs,4,single male,none,4,real estate,60,none,own,1,1,1,yes,yes,skilled employee
1 - 200 DM,12,fully repaid,retraining,1410,< 100 DM,1 - 4 yrs,2,single male,none,2,real estate,31,none,own,1,1,1,yes,yes,unskilled resident
1 - 200 DM,12,repaid,car (new),836,101 - 500 DM,0 - 1 yrs,4,female,none,2,building society savings,23,bank,own,1,2,1,none,yes,unskilled resident
1 - 200 DM,20,repaid,car (used),6468,unknown,unemployed,1,divorced male,none,4,real estate,60,none,own,1,1,1,yes,yes,mangement self-employed
1 - 200 DM,18,repaid,business,1941,> 1000 DM,1 - 4 yrs,4,single male,none,2,building society savings,35,none,own,1,1,1,yes,yes,unskilled resident
unknown,22,repaid,radio/tv,2675,501 - 1000 DM,> 7 yrs,3,single male,none,4,other,40,none,own,1,1,1,none,yes,skilled employee
unknown,48,critical,car (used),2751,unknown,> 7 yrs,4,single male,none,3,other,38,none,own,2,1,2,yes,yes,skilled employee
1 - 200 DM,48,delayed,education,6224,< 100 DM,> 7 yrs,4,single male,none,4,unknown/none,50,none,for free,1,2,1,none,yes,skilled employee
< 0 DM,40,critical,education,5998,< 100 DM,1 - 4 yrs,4,single male,none,3,unknown/none,27,bank,own,1,2,1,yes,yes,skilled employee
1 - 200 DM,21,repaid,business,1188,< 100 DM,> 7 yrs,2,female,none,4,building society savings,39,none,own,1,2,2,none,yes,skilled employee
unknown,24,repaid,car (used),6313,unknown,> 7 yrs,3,single male,none,4,other,41,none,own,1,1,2,yes,yes,mangement self-employed
unknown,6,critical,furniture,1221,unknown,1 - 4 yrs,1,married male,none,2,building society savings,27,none,own,2,1,1,none,yes,skilled employee
> 200 DM,24,repaid,furniture,2892,< 100 DM,> 7 yrs,3,divorced male,none,4,unknown/none,51,none,for free,1,1,1,none,yes,skilled employee
unknown,24,repaid,furniture,3062,501 - 1000 DM,> 7 yrs,4,single male,none,3,unknown/none,32,none,rent,1,1,1,yes,yes,skilled employee
unknown,9,repaid,furniture,2301,101 - 500 DM,0 - 1 yrs,2,female,none,4,building society savings,22,none,rent,1,1,1,none,yes,skilled employee
< 0 DM,18,repaid,car (used),7511,unknown,> 7 yrs,1,single male,none,4,building society savings,51,none,for free,1,2,2,yes,yes,skilled employee
unknown,12,critical,furniture,1258,< 100 DM,0 - 1 yrs,2,female,none,4,building society savings,22,none,rent,2,1,1,none,yes,unskilled resident
unknown,24,delayed,car (new),717,unknown,> 7 yrs,4,married male,none,4,other,54,none,own,2,1,1,yes,yes,skilled employee
1 - 200 DM,9,repaid,car (new),1549,unknown,0 - 1 yrs,4,single male,none,2,real estate,35,none,own,1,1,1,none,yes,unemployed non-resident
unknown,24,critical,education,1597,< 100 DM,> 7 yrs,4,single male,none,4,unknown/none,54,none,for free,2,1,2,none,yes,skilled employee
1 - 200 DM,18,critical,radio/tv,1795,< 100 DM,> 7 yrs,3,female,guarantor,4,real estate,48,bank,rent,2,1,1,yes,yes,unskilled resident
< 0 DM,20,critical,furniture,4272,< 100 DM,> 7 yrs,1,female,none,4,building society savings,24,none,own,2,1,1,none,yes,skilled employee
unknown,12,critical,radio/tv,976,unknown,> 7 yrs,4,single male,none,4,other,35,none,own,2,1,1,none,yes,skilled employee
1 - 200 DM,12,repaid,car (new),7472,unknown,unemployed,1,female,none,2,real estate,24,none,rent,1,1,1,none,yes,unemployed non-resident
< 0 DM,36,repaid,car (new),9271,< 100 DM,4 - 7 yrs,2,single male,none,1,other,24,none,own,1,2,1,yes,yes,skilled employee
1 - 200 DM,6,repaid,radio/tv,590,< 100 DM,0 - 1 yrs,3,married male,none,3,real estate,26,none,own,1,1,1,none,no,unskilled resident
unknown,12,critical,radio/tv,930,unknown,> 7 yrs,4,single male,none,4,real estate,65,none,own,4,1,1,none,yes,skilled employee
1 - 200 DM,42,fully repaid this bank,car (used),9283,< 100 DM,unemployed,1,single male,none,2,unknown/none,55,bank,for free,1,1,1,yes,yes,mangement self-employed
1 - 200 DM,15,fully repaid,car (new),1778,< 100 DM,0 - 1 yrs,2,female,none,1,real estate,26,none,rent,2,2,1,none,yes,unemployed non-resident
1 - 200 DM,8,repaid,business,907,< 100 DM,0 - 1 yrs,3,married male,none,2,real estate,26,none,own,1,1,1,yes,yes,skilled employee
1 - 200 DM,6,repaid,radio/tv,484,< 100 DM,4 - 7 yrs,3,married male,guarantor,3,real estate,28,bank,own,1,1,1,none,yes,unskilled resident
< 0 DM,36,critical,car (used),9629,< 100 DM,4 - 7 yrs,4,single male,none,4,other,24,none,own,2,2,1,yes,yes,skilled employee
< 0 DM,48,repaid,domestic appliances,3051,< 100 DM,1 - 4 yrs,3,single male,none,4,other,54,none,own,1,2,1,none,yes,skilled employee
< 0 DM,48,repaid,car (new),3931,< 100 DM,4 - 7 yrs,4,single male,none,4,unknown/none,46,none,for free,1,2,2,none,yes,skilled employee
1 - 200 DM,36,delayed,car (new),7432,< 100 DM,1 - 4 yrs,2,female,none,2,building society savings,54,none,rent,1,1,1,none,yes,skilled employee
unknown,6,repaid,domestic appliances,1338,501 - 1000 DM,1 - 4 yrs,1,divorced male,none,4,real estate,62,none,own,1,1,1,none,yes,skilled employee
unknown,6,critical,radio/tv,1554,< 100 DM,4 - 7 yrs,1,female,none,2,other,24,none,rent,2,1,1,yes,yes,skilled employee
< 0 DM,36,repaid,others,15857,< 100 DM,unemployed,2,divorced male,co-applicant,3,other,43,none,own,1,1,1,none,yes,mangement self-employed
< 0 DM,18,repaid,radio/tv,1345,< 100 DM,1 - 4 yrs,4,married male,none,3,real estate,26,bank,own,1,2,1,none,yes,skilled employee
unknown,12,repaid,car (new),1101,< 100 DM,1 - 4 yrs,3,married male,none,2,real estate,27,none,own,2,1,1,yes,yes,skilled employee
> 200 DM,12,repaid,radio/tv,3016,< 100 DM,1 - 4 yrs,3,married male,none,1,other,24,none,own,1,1,1,none,yes,skilled employee
< 0 DM,36,repaid,furniture,2712,< 100 DM,> 7 yrs,2,single male,none,2,building society savings,41,bank,own,1,2,2,none,yes,skilled employee
< 0 DM,8,critical,car (new),731,< 100 DM,> 7 yrs,4,single male,none,4,real estate,47,none,own,2,1,1,none,yes,unskilled resident
unknown,18,critical,furniture,3780,< 100 DM,0 - 1 yrs,3,divorced male,none,2,other,35,none,own,2,1,1,yes,yes,mangement self-employed
< 0 DM,21,critical,car (new),1602,< 100 DM,> 7 yrs,4,married male,none,3,other,30,none,own,2,1,1,yes,yes,skilled employee
< 0 DM,18,critical,car (new),3966,< 100 DM,> 7 yrs,1,female,none,4,real estate,33,bank,rent,3,2,1,yes,yes,skilled employee
unknown,18,fully repaid,business,4165,< 100 DM,1 - 4 yrs,2,single male,none,2,other,36,stores,own,2,2,2,none,yes,skilled employee
< 0 DM,36,repaid,car (used),8335,unknown,> 7 yrs,3,single male,none,4,unknown/none,47,none,for free,1,2,1,none,yes,skilled employee
1 - 200 DM,48,delayed,business,6681,unknown,1 - 4 yrs,4,single male,none,4,unknown/none,38,none,for free,1,1,2,yes,yes,skilled employee
unknown,24,delayed,business,2375,501 - 1000 DM,1 - 4 yrs,4,single male,none,2,other,44,none,own,2,1,2,yes,yes,skilled employee
< 0 DM,18,repaid,car (new),1216,< 100 DM,0 - 1 yrs,4,female,none,3,other,23,none,rent,1,2,1,yes,yes,skilled employee
< 0 DM,45,fully repaid,business,11816,< 100 DM,> 7 yrs,2,single male,none,4,other,29,none,rent,2,2,1,none,yes,skilled employee
1 - 200 DM,24,repaid,radio/tv,5084,unknown,> 7 yrs,2,female,none,4,other,42,none,own,1,1,1,yes,yes,skilled employee
> 200 DM,15,repaid,radio/tv,2327,< 100 DM,0 - 1 yrs,2,female,none,3,real estate,25,none,own,1,2,1,none,yes,unskilled resident
< 0 DM,12,fully repaid,car (new),1082,< 100 DM,1 - 4 yrs,4,single male,none,4,other,48,bank,own,2,2,1,none,yes,skilled employee
unknown,12,repaid,radio/tv,886,unknown,1 - 4 yrs,4,female,none,2,other,21,none,own,1,1,1,none,yes,skilled employee
unknown,4,repaid,furniture,601,< 100 DM,0 - 1 yrs,1,female,none,3,real estate,23,none,rent,1,1,2,none,yes,unskilled resident
< 0 DM,24,critical,car (used),2957,< 100 DM,> 7 yrs,4,single male,none,4,building society savings,63,none,own,2,1,1,yes,yes,skilled employee
unknown,24,critical,radio/tv,2611,< 100 DM,> 7 yrs,4,married male,co-applicant,3,real estate,46,none,own,2,1,1,none,yes,skilled employee
< 0 DM,36,repaid,furniture,5179,< 100 DM,4 - 7 yrs,4,single male,none,2,building society savings,29,none,own,1,2,1,none,yes,skilled employee
unknown,21,delayed,car (used),2993,< 100 DM,1 - 4 yrs,3,single male,none,2,real estate,28,stores,own,2,1,1,none,yes,unskilled resident
unknown,18,repaid,repairs,1943,< 100 DM,0 - 1 yrs,4,female,none,4,real estate,23,none,own,1,2,1,none,yes,skilled employee
unknown,24,fully repaid this bank,business,1559,< 100 DM,4 - 7 yrs,4,single male,none,4,other,50,bank,own,1,1,1,yes,yes,skilled employee
unknown,18,repaid,furniture,3422,< 100 DM,> 7 yrs,4,single male,none,4,building society savings,47,bank,own,3,1,2,yes,yes,skilled employee
1 - 200 DM,21,repaid,furniture,3976,unknown,4 - 7 yrs,2,single male,none,3,other,35,none,own,1,1,1,yes,yes,skilled employee
unknown,18,repaid,car (new),6761,unknown,1 - 4 yrs,2,single male,none,4,other,68,none,rent,2,2,1,none,yes,skilled employee
unknown,24,repaid,car (new),1249,< 100 DM,0 - 1 yrs,4,married male,none,2,real estate,28,none,own,1,1,1,none,yes,skilled employee
< 0 DM,9,repaid,radio/tv,1364,< 100 DM,4 - 7 yrs,3,single male,none,4,real estate,59,none,own,1,1,1,none,yes,skilled employee
< 0 DM,12,repaid,radio/tv,709,< 100 DM,> 7 yrs,4,single male,none,4,real estate,57,stores,own,1,2,1,none,yes,unskilled resident
< 0 DM,20,critical,car (new),2235,< 100 DM,1 - 4 yrs,4,married male,guarantor,2,building society savings,33,bank,rent,2,2,1,none,no,skilled employee
unknown,24,critical,car (used),4042,unknown,4 - 7 yrs,3,single male,none,4,building society savings,43,none,own,2,1,1,yes,yes,skilled employee
unknown,15,critical,radio/tv,1471,< 100 DM,1 - 4 yrs,4,single male,none,4,unknown/none,35,none,for free,2,1,1,yes,yes,skilled employee
< 0 DM,18,fully repaid this bank,car (new),1442,< 100 DM,4 - 7 yrs,4,single male,none,4,unknown/none,32,none,for free,2,2,2,none,yes,unskilled resident
unknown,36,delayed,car (new),10875,< 100 DM,> 7 yrs,2,single male,none,2,other,45,none,own,2,1,2,yes,yes,skilled employee
unknown,24,repaid,car (new),1474,101 - 500 DM,0 - 1 yrs,4,married male,none,3,real estate,33,none,own,1,1,1,yes,yes,skilled employee
unknown,10,repaid,retraining,894,unknown,4 - 7 yrs,4,female,none,3,building society savings,40,none,own,1,1,1,yes,yes,skilled employee
unknown,15,critical,furniture,3343,< 100 DM,1 - 4 yrs,4,single male,none,2,unknown/none,28,none,for free,1,1,1,yes,yes,skilled employee
< 0 DM,15,repaid,car (new),3959,< 100 DM,1 - 4 yrs,3,female,none,2,building society savings,29,none,own,1,2,1,yes,yes,skilled employee
unknown,9,repaid,car (new),3577,101 - 500 DM,1 - 4 yrs,1,single male,guarantor,2,real estate,26,none,rent,1,1,2,none,no,skilled employee
unknown,24,critical,car (used),5804,> 1000 DM,1 - 4 yrs,4,single male,none,2,real estate,27,none,own,2,1,1,none,yes,skilled employee
unknown,18,delayed,business,2169,< 100 DM,1 - 4 yrs,4,married male,none,2,other,28,none,own,1,2,1,yes,yes,skilled employee
< 0 DM,24,repaid,radio/tv,2439,< 100 DM,0 - 1 yrs,4,female,none,4,real estate,35,none,own,1,2,1,yes,yes,skilled employee
unknown,27,critical,furniture,4526,> 1000 DM,0 - 1 yrs,4,single male,none,2,real estate,32,stores,own,2,1,2,yes,yes,unskilled resident
unknown,10,repaid,furniture,2210,< 100 DM,1 - 4 yrs,2,single male,none,2,real estate,25,bank,rent,1,2,1,none,yes,unskilled resident
unknown,15,repaid,furniture,2221,501 - 1000 DM,1 - 4 yrs,2,female,none,4,other,20,none,rent,1,1,1,none,yes,skilled employee
< 0 DM,18,repaid,radio/tv,2389,< 100 DM,0 - 1 yrs,4,female,none,1,other,27,stores,own,1,1,1,none,yes,skilled employee
unknown,12,critical,furniture,3331,< 100 DM,> 7 yrs,2,single male,none,4,building society savings,42,stores,own,1,1,1,none,yes,skilled employee
unknown,36,repaid,business,7409,unknown,> 7 yrs,3,single male,none,2,building society savings,37,none,own,2,1,1,none,yes,skilled employee
< 0 DM,12,repaid,furniture,652,< 100 DM,> 7 yrs,4,female,none,4,building society savings,24,none,rent,1,1,1,none,yes,skilled employee
unknown,36,delayed,furniture,7678,501 - 1000 DM,4 - 7 yrs,2,female,none,4,other,40,none,own,2,1,1,yes,yes,skilled employee
> 200 DM,6,critical,car (new),1343,< 100 DM,> 7 yrs,1,single male,none,4,real estate,46,none,own,2,1,2,none,no,skilled employee
< 0 DM,24,critical,business,1382,101 - 500 DM,4 - 7 yrs,4,single male,none,1,real estate,26,none,own,2,1,1,yes,yes,skilled employee
unknown,15,repaid,domestic appliances,874,unknown,0 - 1 yrs,4,female,none,1,real estate,24,none,own,1,1,1,none,yes,skilled employee
< 0 DM,12,repaid,furniture,3590,< 100 DM,1 - 4 yrs,2,single male,co-applicant,2,building society savings,29,none,own,1,1,2,none,yes,unskilled resident
1 - 200 DM,11,critical,car (new),1322,> 1000 DM,1 - 4 yrs,4,female,none,4,other,40,none,own,2,1,1,none,yes,skilled employee
< 0 DM,18,fully repaid this bank,radio/tv,1940,< 100 DM,0 - 1 yrs,3,single male,co-applicant,4,unknown/none,36,bank,for free,1,1,1,yes,yes,mangement self-employed
unknown,36,repaid,radio/tv,3595,< 100 DM,> 7 yrs,4,single male,none,2,other,28,none,own,1,1,1,none,yes,skilled employee
< 0 DM,9,repaid,car (new),1422,< 100 DM,0 - 1 yrs,3,single male,none,2,unknown/none,27,none,for free,1,2,1,yes,yes,mangement self-employed
unknown,30,critical,radio/tv,6742,unknown,4 - 7 yrs,2,single male,none,3,building society savings,36,none,own,2,1,1,none,yes,skilled employee
unknown,24,repaid,car (used),7814,< 100 DM,4 - 7 yrs,3,single male,none,3,other,38,none,own,1,1,1,yes,yes,mangement self-employed
unknown,24,repaid,car (used),9277,unknown,1 - 4 yrs,2,divorced male,none,4,unknown/none,48,none,for free,1,1,1,yes,yes,skilled employee
1 - 200 DM,30,critical,car (new),2181,unknown,> 7 yrs,4,single male,none,4,real estate,36,none,own,2,1,1,none,yes,skilled employee
unknown,18,critical,radio/tv,1098,< 100 DM,unemployed,4,female,none,4,other,65,none,own,2,1,1,none,yes,unemployed non-resident
1 - 200 DM,24,repaid,furniture,4057,< 100 DM,4 - 7 yrs,3,divorced male,none,3,other,43,none,own,1,2,1,yes,yes,skilled employee
< 0 DM,12,repaid,education,795,< 100 DM,0 - 1 yrs,4,female,none,4,building society savings,53,none,own,1,2,1,none,yes,skilled employee
1 - 200 DM,24,critical,business,2825,unknown,4 - 7 yrs,4,single male,none,3,unknown/none,34,none,own,2,1,2,yes,yes,skilled employee
1 - 200 DM,48,repaid,business,15672,< 100 DM,1 - 4 yrs,2,single male,none,2,other,23,none,own,1,2,1,yes,yes,skilled employee
unknown,36,critical,car (new),6614,< 100 DM,> 7 yrs,4,single male,none,4,other,34,none,own,2,1,1,yes,yes,mangement self-employed
unknown,28,fully repaid this bank,car (used),7824,unknown,0 - 1 yrs,3,single male,guarantor,4,real estate,40,bank,rent,2,1,2,yes,yes,skilled employee
< 0 DM,27,critical,business,2442,< 100 DM,> 7 yrs,4,single male,none,4,other,43,stores,own,4,1,2,yes,yes,mangement self-employed
unknown,15,critical,radio/tv,1829,< 100 DM,> 7 yrs,4,single male,none,4,other,46,none,own,2,1,1,yes,yes,skilled employee
< 0 DM,12,critical,car (new),2171,< 100 DM,1 - 4 yrs,4,single male,none,4,building society savings,38,bank,own,2,1,1,none,no,unskilled resident
1 - 200 DM,36,critical,car (used),5800,< 100 DM,1 - 4 yrs,3,single male,none,4,other,34,none,own,2,1,1,yes,yes,skilled employee
unknown,18,critical,radio/tv,1169,unknown,1 - 4 yrs,4,single male,none,3,building society savings,29,none,own,2,1,1,yes,yes,skilled employee
unknown,36,delayed,car (used),8947,unknown,4 - 7 yrs,3,single male,none,2,other,31,stores,own,1,1,2,yes,yes,mangement self-employed
< 0 DM,21,repaid,radio/tv,2606,< 100 DM,0 - 1 yrs,4,female,none,4,building society savings,28,none,rent,1,1,1,yes,yes,mangement self-employed
unknown,12,critical,furniture,1592,> 1000 DM,4 - 7 yrs,3,female,none,2,building society savings,35,none,own,1,1,1,none,no,skilled employee
unknown,15,repaid,furniture,2186,unknown,4 - 7 yrs,1,female,none,4,real estate,33,bank,rent,1,1,1,none,yes,unskilled resident
< 0 DM,18,repaid,furniture,4153,< 100 DM,1 - 4 yrs,2,single male,co-applicant,3,other,42,none,own,1,2,1,none,yes,skilled employee
< 0 DM,16,critical,car (new),2625,< 100 DM,> 7 yrs,2,single male,guarantor,4,building society savings,43,bank,rent,1,2,1,yes,yes,skilled employee
unknown,20,critical,car (new),3485,unknown,0 - 1 yrs,2,divorced male,none,4,real estate,44,none,own,2,1,1,yes,yes,skilled employee
unknown,36,critical,car (used),10477,unknown,> 7 yrs,2,single male,none,4,unknown/none,42,none,for free,2,1,1,none,yes,skilled employee
unknown,15,repaid,radio/tv,1386,unknown,1 - 4 yrs,4,married male,none,2,real estate,40,none,rent,1,1,1,yes,yes,skilled employee
unknown,24,repaid,radio/tv,1278,< 100 DM,> 7 yrs,4,single male,none,1,real estate,36,none,own,1,1,1,yes,yes,mangement self-employed
< 0 DM,12,repaid,radio/tv,1107,< 100 DM,1 - 4 yrs,2,single male,none,2,real estate,20,none,rent,1,1,2,yes,yes,mangement self-employed
< 0 DM,21,repaid,car (new),3763,unknown,4 - 7 yrs,2,single male,co-applicant,2,real estate,24,none,own,1,1,1,none,no,unskilled resident
1 - 200 DM,36,repaid,education,3711,unknown,1 - 4 yrs,2,married male,none,2,other,27,none,own,1,1,1,none,yes,skilled employee
unknown,15,delayed,car (used),3594,< 100 DM,0 - 1 yrs,1,female,none,2,building society savings,46,none,own,2,1,1,none,yes,unskilled resident
1 - 200 DM,9,repaid,car (new),3195,unknown,1 - 4 yrs,1,female,none,2,real estate,33,none,own,1,1,1,none,yes,unskilled resident
unknown,36,delayed,radio/tv,4454,< 100 DM,1 - 4 yrs,4,female,none,4,real estate,34,none,own,2,1,1,none,yes,skilled employee
1 - 200 DM,24,critical,furniture,4736,< 100 DM,0 - 1 yrs,2,female,none,4,other,25,bank,own,1,2,1,none,yes,unskilled resident
1 - 200 DM,30,repaid,radio/tv,2991,unknown,> 7 yrs,2,female,none,4,other,25,none,own,1,1,1,none,yes,skilled employee
unknown,11,repaid,business,2142,> 1000 DM,> 7 yrs,1,divorced male,none,2,real estate,28,none,own,1,1,1,yes,yes,skilled employee
< 0 DM,24,fully repaid this bank,business,3161,< 100 DM,1 - 4 yrs,4,single male,none,2,building society savings,31,none,rent,1,2,1,yes,yes,skilled employee
1 - 200 DM,48,fully repaid,others,18424,< 100 DM,1 - 4 yrs,1,female,none,2,building society savings,32,bank,own,1,2,1,yes,no,mangement self-employed
unknown,10,repaid,car (used),2848,101 - 500 DM,1 - 4 yrs,1,single male,co-applicant,2,real estate,32,none,own,1,1,2,none,yes,skilled employee
< 0 DM,6,repaid,car (new),14896,< 100 DM,> 7 yrs,1,single male,none,4,unknown/none,68,bank,own,1,2,1,yes,yes,mangement self-employed
< 0 DM,24,repaid,furniture,2359,101 - 500 DM,unemployed,1,divorced male,none,1,building society savings,33,none,own,1,2,1,none,yes,skilled employee
< 0 DM,24,repaid,furniture,3345,< 100 DM,> 7 yrs,4,single male,none,2,building society savings,39,none,rent,1,2,1,yes,yes,mangement self-employed
unknown,18,critical,furniture,1817,< 100 DM,1 - 4 yrs,4,female,none,2,unknown/none,28,none,own,2,1,1,none,yes,skilled employee
unknown,48,delayed,radio/tv,12749,501 - 1000 DM,4 - 7 yrs,4,single male,none,1,other,37,none,own,1,1,1,yes,yes,mangement self-employed
< 0 DM,9,repaid,radio/tv,1366,< 100 DM,0 - 1 yrs,3,female,none,4,building society savings,22,none,rent,1,2,1,none,yes,skilled employee
1 - 200 DM,12,repaid,car (new),2002,< 100 DM,4 - 7 yrs,3,single male,none,4,building society savings,30,none,rent,1,1,2,yes,yes,skilled employee
< 0 DM,24,fully repaid this bank,furniture,6872,< 100 DM,0 - 1 yrs,2,divorced male,none,1,building society savings,55,bank,own,1,2,1,yes,yes,skilled employee
< 0 DM,12,fully repaid this bank,car (new),697,< 100 DM,0 - 1 yrs,4,single male,none,2,other,46,bank,own,2,2,1,yes,yes,skilled employee
< 0 DM,18,critical,furniture,1049,< 100 DM,0 - 1 yrs,4,female,none,4,building society savings,21,none,rent,1,1,1,none,yes,skilled employee
< 0 DM,48,repaid,car (used),10297,< 100 DM,4 - 7 yrs,4,single male,none,4,unknown/none,39,stores,for free,3,2,2,yes,yes,skilled employee
unknown,30,repaid,radio/tv,1867,unknown,> 7 yrs,4,single male,none,4,other,58,none,own,1,1,1,yes,yes,skilled employee
< 0 DM,12,delayed,car (new),1344,< 100 DM,1 - 4 yrs,4,single male,none,2,real estate,43,none,own,2,1,2,none,yes,unskilled resident
< 0 DM,24,repaid,furniture,1747,< 100 DM,0 - 1 yrs,4,single male,co-applicant,1,building society savings,24,none,own,1,1,1,none,no,unskilled resident
1 - 200 DM,9,repaid,radio/tv,1670,< 100 DM,0 - 1 yrs,4,female,none,2,other,22,none,own,1,2,1,yes,yes,skilled employee
unknown,9,critical,car (new),1224,< 100 DM,1 - 4 yrs,3,single male,none,1,real estate,30,none,own,2,1,1,none,yes,skilled employee
unknown,12,critical,radio/tv,522,501 - 1000 DM,> 7 yrs,4,single male,none,4,building society savings,42,none,own,2,1,2,yes,yes,skilled employee
< 0 DM,12,repaid,radio/tv,1498,< 100 DM,1 - 4 yrs,4,female,none,1,other,23,bank,own,1,1,1,none,yes,skilled employee
1 - 200 DM,30,delayed,radio/tv,1919,101 - 500 DM,0 - 1 yrs,4,single male,none,3,unknown/none,30,stores,own,2,2,1,none,yes,mangement self-employed
> 200 DM,9,repaid,radio/tv,745,< 100 DM,1 - 4 yrs,3,female,none,2,real estate,28,none,own,1,2,1,none,yes,unskilled resident
1 - 200 DM,6,repaid,radio/tv,2063,< 100 DM,0 - 1 yrs,4,married male,none,3,other,30,none,rent,1,1,1,yes,yes,mangement self-employed
1 - 200 DM,60,repaid,education,6288,< 100 DM,1 - 4 yrs,4,single male,none,4,unknown/none,42,none,for free,1,2,1,none,yes,skilled employee
unknown,24,critical,car (used),6842,unknown,1 - 4 yrs,2,single male,none,4,building society savings,46,none,own,2,1,2,yes,yes,mangement self-employed
unknown,12,repaid,car (new),3527,unknown,0 - 1 yrs,2,single male,none,3,building society savings,45,none,own,1,1,2,yes,yes,mangement self-employed
unknown,10,repaid,car (new),1546,< 100 DM,1 - 4 yrs,3,single male,none,2,real estate,31,none,own,1,1,2,none,no,unskilled resident
unknown,24,repaid,furniture,929,unknown,4 - 7 yrs,4,single male,none,2,other,31,stores,own,1,1,1,yes,yes,skilled employee
unknown,4,critical,car (new),1455,< 100 DM,4 - 7 yrs,2,single male,none,1,real estate,42,none,own,3,1,2,none,yes,unskilled resident
< 0 DM,15,repaid,furniture,1845,< 100 DM,0 - 1 yrs,4,female,guarantor,1,building society savings,46,none,rent,1,1,1,none,yes,skilled employee
1 - 200 DM,48,fully repaid,car (new),8358,501 - 1000 DM,0 - 1 yrs,1,female,none,1,other,30,none,own,2,1,1,none,yes,skilled employee
< 0 DM,24,fully repaid this bank,furniture,3349,501 - 1000 DM,0 - 1 yrs,4,single male,none,4,unknown/none,30,none,for free,1,2,2,yes,yes,skilled employee
unknown,12,repaid,car (new),2859,unknown,unemployed,4,single male,none,4,unknown/none,38,none,own,1,1,1,yes,yes,mangement self-employed
unknown,18,repaid,furniture,1533,< 100 DM,0 - 1 yrs,4,married male,co-applicant,1,building society savings,43,none,own,1,2,2,none,yes,unskilled resident
unknown,24,repaid,radio/tv,3621,101 - 500 DM,> 7 yrs,2,single male,none,4,other,31,none,own,2,2,1,none,yes,skilled employee
1 - 200 DM,18,critical,business,3590,< 100 DM,unemployed,3,married male,none,3,other,40,none,own,3,1,2,yes,yes,unemployed non-resident
< 0 DM,36,delayed,business,2145,< 100 DM,4 - 7 yrs,2,single male,none,1,other,24,none,own,2,2,1,yes,yes,skilled employee
1 - 200 DM,24,repaid,car (used),4113,501 - 1000 DM,0 - 1 yrs,3,female,none,4,other,28,none,rent,1,2,1,none,yes,skilled employee
unknown,36,repaid,furniture,10974,< 100 DM,unemployed,4,female,none,2,other,26,none,own,2,2,1,yes,yes,mangement self-employed
< 0 DM,12,repaid,car (new),1893,< 100 DM,1 - 4 yrs,4,female,guarantor,4,building society savings,29,none,own,1,1,1,yes,yes,skilled employee
< 0 DM,24,critical,radio/tv,1231,> 1000 DM,> 7 yrs,4,female,none,4,building society savings,57,none,rent,2,1,1,yes,yes,mangement self-employed
> 200 DM,30,critical,radio/tv,3656,unknown,> 7 yrs,4,single male,none,4,building society savings,49,stores,own,2,1,1,none,yes,unskilled resident
1 - 200 DM,9,critical,radio/tv,1154,< 100 DM,> 7 yrs,2,single male,none,4,real estate,37,none,own,3,1,1,none,yes,unskilled resident
< 0 DM,28,repaid,car (new),4006,< 100 DM,1 - 4 yrs,3,single male,none,2,other,45,none,own,1,2,1,none,yes,unskilled resident
1 - 200 DM,24,repaid,furniture,3069,101 - 500 DM,> 7 yrs,4,single male,none,4,unknown/none,30,none,for free,1,1,1,none,yes,skilled employee
unknown,6,critical,radio/tv,1740,< 100 DM,> 7 yrs,2,married male,none,2,real estate,30,none,rent,2,1,1,none,yes,skilled employee
1 - 200 DM,21,delayed,car (new),2353,< 100 DM,1 - 4 yrs,1,divorced male,none,4,building society savings,47,none,own,2,1,1,none,yes,skilled employee
unknown,15,repaid,car (new),3556,unknown,1 - 4 yrs,3,single male,none,2,unknown/none,29,none,own,1,1,1,none,yes,skilled employee
unknown,24,repaid,radio/tv,2397,501 - 1000 DM,> 7 yrs,3,single male,none,2,other,35,bank,own,2,2,1,yes,yes,skilled employee
1 - 200 DM,6,repaid,repairs,454,< 100 DM,0 - 1 yrs,3,married male,none,1,building society savings,22,none,own,1,1,1,none,yes,unskilled resident
1 - 200 DM,30,repaid,radio/tv,1715,unknown,1 - 4 yrs,4,female,none,1,other,26,none,own,1,1,1,none,yes,skilled employee
1 - 200 DM,27,critical,radio/tv,2520,501 - 1000 DM,1 - 4 yrs,4,single male,none,2,building society savings,23,none,own,2,2,1,none,yes,unskilled resident
unknown,15,repaid,radio/tv,3568,< 100 DM,> 7 yrs,4,female,none,2,other,54,bank,rent,1,1,1,yes,yes,mangement self-employed
unknown,42,repaid,radio/tv,7166,unknown,4 - 7 yrs,2,married male,none,4,building society savings,29,none,rent,1,1,1,yes,yes,skilled employee
< 0 DM,11,critical,car (new),3939,< 100 DM,1 - 4 yrs,1,single male,none,2,real estate,40,none,own,2,1,2,none,yes,unskilled resident
1 - 200 DM,15,repaid,repairs,1514,101 - 500 DM,1 - 4 yrs,4,single male,guarantor,2,real estate,22,none,own,1,1,1,none,yes,skilled employee
unknown,24,repaid,car (new),7393,< 100 DM,1 - 4 yrs,1,single male,none,4,building society savings,43,none,own,1,1,2,none,yes,unskilled resident
< 0 DM,24,fully repaid this bank,car (new),1193,< 100 DM,unemployed,1,female,co-applicant,4,unknown/none,29,none,rent,2,2,1,none,yes,unemployed non-resident
< 0 DM,60,repaid,business,7297,< 100 DM,> 7 yrs,4,single male,co-applicant,4,unknown/none,36,none,rent,1,2,1,none,yes,skilled employee
unknown,30,critical,radio/tv,2831,< 100 DM,1 - 4 yrs,4,female,none,2,other,33,none,own,1,1,1,yes,yes,skilled employee
> 200 DM,24,repaid,radio/tv,1258,501 - 1000 DM,1 - 4 yrs,3,female,none,3,other,57,none,own,1,1,1,none,yes,unskilled resident
1 - 200 DM,6,repaid,radio/tv,753,< 100 DM,1 - 4 yrs,2,female,guarantor,3,real estate,64,none,own,1,1,1,none,yes,skilled employee
1 - 200 DM,18,delayed,business,2427,unknown,> 7 yrs,4,single male,none,2,building society savings,42,none,own,2,1,1,none,yes,skilled employee
unknown,24,delayed,car (new),2538,< 100 DM,> 7 yrs,4,single male,none,4,other,47,none,own,2,2,2,none,yes,unskilled resident
1 - 200 DM,15,fully repaid this bank,car (new),1264,101 - 500 DM,1 - 4 yrs,2,married male,none,2,building society savings,25,none,rent,1,2,1,none,yes,skilled employee
1 - 200 DM,30,critical,furniture,8386,< 100 DM,4 - 7 yrs,2,single male,none,2,building society savings,49,none,own,1,2,1,none,yes,skilled employee
unknown,48,repaid,business,4844,< 100 DM,unemployed,3,single male,none,2,other,33,bank,rent,1,2,1,yes,yes,mangement self-employed
> 200 DM,21,repaid,car (new),2923,101 - 500 DM,1 - 4 yrs,1,female,none,1,other,28,bank,own,1,1,1,yes,yes,mangement self-employed
< 0 DM,36,repaid,car (used),8229,< 100 DM,1 - 4 yrs,2,single male,none,2,building society savings,26,none,own,1,2,2,none,yes,skilled employee
unknown,24,critical,furniture,2028,< 100 DM,4 - 7 yrs,2,single male,none,2,building society savings,30,none,own,2,1,1,none,yes,unskilled resident
< 0 DM,15,critical,furniture,1433,< 100 DM,1 - 4 yrs,4,female,none,3,building society savings,25,none,rent,2,1,1,none,yes,skilled employee
> 200 DM,42,fully repaid,business,6289,< 100 DM,0 - 1 yrs,2,divorced male,none,1,building society savings,33,none,own,2,1,1,none,yes,skilled employee
unknown,13,repaid,radio/tv,1409,101 - 500 DM,unemployed,2,female,none,4,real estate,64,none,own,1,1,1,none,yes,skilled employee
< 0 DM,24,repaid,car (used),6579,< 100 DM,unemployed,4,single male,none,2,unknown/none,29,none,for free,1,1,1,yes,yes,mangement self-employed
1 - 200 DM,24,critical,radio/tv,1743,< 100 DM,> 7 yrs,4,single male,none,2,building society savings,48,none,own,2,1,1,none,yes,unskilled resident
unknown,12,critical,education,3565,unknown,0 - 1 yrs,2,single male,none,1,building society savings,37,none,own,2,1,2,none,yes,unskilled resident
unknown,15,fully repaid this bank,radio/tv,1569,101 - 500 DM,> 7 yrs,4,single male,none,4,other,34,bank,own,1,1,2,none,yes,unskilled resident
< 0 DM,18,repaid,radio/tv,1936,unknown,4 - 7 yrs,2,married male,none,4,other,23,none,rent,2,1,1,none,yes,unskilled resident
< 0 DM,36,repaid,furniture,3959,< 100 DM,unemployed,4,single male,none,3,building society savings,30,none,own,1,1,1,yes,yes,mangement self-employed
unknown,12,repaid,car (new),2390,unknown,> 7 yrs,4,single male,none,3,other,50,none,own,1,1,1,yes,yes,skilled employee
unknown,12,repaid,furniture,1736,< 100 DM,4 - 7 yrs,3,female,none,4,real estate,31,none,own,1,1,1,none,yes,unskilled resident
< 0 DM,30,repaid,car (used),3857,< 100 DM,1 - 4 yrs,4,divorced male,none,4,building society savings,40,none,own,1,1,1,yes,yes,mangement self-employed
unknown,12,repaid,radio/tv,804,< 100 DM,> 7 yrs,4,single male,none,4,other,38,none,own,1,1,1,none,yes,skilled employee
< 0 DM,45,repaid,radio/tv,1845,< 100 DM,1 - 4 yrs,4,single male,none,4,unknown/none,23,none,for free,1,2,1,yes,yes,skilled employee
1 - 200 DM,45,critical,car (used),4576,101 - 500 DM,unemployed,3,single male,none,4,other,27,none,own,1,1,1,none,yes,skilled employee